{"version": "2.1.0", "$schema": "https://json.schemastore.org/sarif-2.1.0.json", "runs": [{"tool": {"driver": {"name": "Repobility", "informationUri": "https://repobility.com", "rules": [{"id": "foundry_unresolved_feedback", "name": "Foundry mined unresolved feedback: SC0RED/Agency", "shortDescription": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "fullDescription": {"text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#9\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#9\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#9\nRepo: SC0RED/Agency\nIssue/PR number: 9\nGraph consistency label: weak_supervision_needs_review\nNodes: 28\nEdges: 35\nNode types: {'commit': 10, 'link_quality': 6, 'comment': 3, 'comment_chain': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprin"}, "properties": {"scanner": "foundry_dataset", "category": "practices", "severity": "medium", "confidence": 0.7, "cwe": "", "owasp": ""}}, {"id": "foundry_blueprint_gap", "name": "Foundry mined blueprint gap alignment: SC0RED/Agency", "shortDescription": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "fullDescription": {"text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#96\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#96\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#96\nRepo: SC0RED/Agency\nIssue/PR number: 96\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignmen"}, "properties": {"scanner": "foundry_dataset", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "cwe": "", "owasp": ""}}, {"id": "foundry_assumption_check", "name": "Foundry mined assumption checks: SC0RED/Agency", "shortDescription": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "fullDescription": {"text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#97\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#97\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 0\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-96f0246f8185efd7\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/"}, "properties": {"scanner": "foundry_dataset", "category": "practices", "severity": "medium", "confidence": 0.62, "cwe": "", "owasp": ""}}, {"id": "foundry_test_ci_gap", "name": "Foundry mined test ci gap after feedback: SC0RED/Agency", "shortDescription": {"text": "Foundry mined test ci gap after feedback: SC0RED/Agency"}, "fullDescription": {"text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_high_confidence_link\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#97\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#97\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#97\nRepo: SC0RED/Agency\nIssue/PR number: 97\nGraph consistency label: supported_by_high_confidence_link\nNodes: 15\nEdges: 17\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {"}, "properties": {"scanner": "foundry_dataset", "category": "testing", "severity": "high", "confidence": 0.78, "cwe": "", "owasp": ""}}, {"id": "foundry_schema_ui_api_gap", "name": "Foundry mined schema ui api mismatch: SC0RED/Agency", "shortDescription": {"text": "Foundry mined schema ui api mismatch: SC0RED/Agency"}, "fullDescription": {"text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#96\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#96\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#96\nRepo: SC0RED/Agency\nIssue/PR number: 96\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_c"}, "properties": {"scanner": "foundry_dataset", "category": "quality", "severity": "high", "confidence": 0.76, "cwe": "", "owasp": ""}}, {"id": "foundry_bad_chain", "name": "Foundry mined bad chains: SC0RED/Agency", "shortDescription": {"text": "Foundry mined bad chains: SC0RED/Agency"}, "fullDescription": {"text": "Comment chain pattern product: bad_chains\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#99\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#99\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'mock_placeholder': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-54058bb6e3559606\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"mock_placeholder\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/99\",\n    \"text\": \"GitHub "}, "properties": {"scanner": "foundry_dataset", "category": "practices", "severity": "high", "confidence": 0.84, "cwe": "", "owasp": ""}}, {"id": "foundry_auth_guardrail_gap", "name": "Foundry mined security auth guardrail gaps: SC0RED/Agency", "shortDescription": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "fullDescription": {"text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: supported_by_high_confidence_link\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#97\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#97\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#97\nRepo: SC0RED/Agency\nIssue/PR number: 97\nGraph consistency label: supported_by_high_confidence_link\nNodes: 15\nEdges: 17\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix"}, "properties": {"scanner": "foundry_dataset", "category": "auth", "severity": "critical", "confidence": 0.78, "cwe": "", "owasp": ""}}, {"id": "foundry_fake_real_gap", "name": "Foundry mined mock as real or placeholder: SC0RED/Agency", "shortDescription": {"text": "Foundry mined mock as real or placeholder: SC0RED/Agency"}, "fullDescription": {"text": "Graph query export: Mock, sample, placeholder, or self-attested behavior treated as real\nQuery id: mock_as_real_or_placeholder\nQuery type: motif_query\nIntent: Hard negatives for fake completeness and missing real data paths.\nMotif: mock_as_real_or_placeholder\nTraining usage: hard_negative\nGraph gold label: supported_by_high_confidence_link\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#99\nEvidence:\nGraph motif: Mock, sample, placeholder, or self-attested behavior treated as real\nMotif id: mock_as_real_or_placeholder\nPolarity: bad\nTraining usage: hard_negative\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#99\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#99\nRepo: SC0RED/Agency\nIssue/PR number: 99\nGraph consistency label: supported_by_high_confidence_link\nNodes: 14\nEdges: 16\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, '"}, "properties": {"scanner": "foundry_dataset", "category": "practices", "severity": "critical", "confidence": 0.82, "cwe": "", "owasp": ""}}, {"id": "scanner-d3852401acfe58bc", "name": "Docker base image is tag-pinned but not digest-pinned: rust:1-slim", "shortDescription": {"text": "Docker base image is tag-pinned but not digest-pinned: rust:1-slim"}, "fullDescription": {"text": "Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter."}, "properties": {"scanner": "scanner-primary", "layer": "hardware", "severity": "low", "confidence": 1.0}}, {"id": "scanner-ae68bb04b05619f9", "name": "Docker base image is tag-pinned but not digest-pinned: debian:stable-slim", "shortDescription": {"text": "Docker base image is tag-pinned but not digest-pinned: debian:stable-slim"}, "fullDescription": {"text": "Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter."}, "properties": {"scanner": "scanner-primary", "layer": "hardware", "severity": "low", "confidence": 1.0}}, {"id": "scanner-aa5acaa49eb8315b", "name": "Containers defined but no K8s/orchestration manifest found", "shortDescription": {"text": "Containers defined but no K8s/orchestration manifest found"}, "fullDescription": {"text": "Repo has Dockerfiles/compose but no Kubernetes/Nomad manifests. If the target deployment is K8s, the manifests may live in a separate ops repo."}, "properties": {"scanner": "scanner-primary", "layer": "hardware", "severity": "low", "confidence": 1.0}}, {"id": "scanner-9710c8d059e53154", "name": "No frontend routes/components detected", "shortDescription": {"text": "No frontend routes/components detected"}, "fullDescription": {"text": "No React/Vue/Next routes were found. This is fine for backend-only repos."}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "info", "confidence": 1.0}}, {"id": "scanner-5671be0045ad4bc9", "name": "Insecure pattern 'direct_innerhtml_assignment' in src/dashboard/timeline.html:86", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in src/dashboard/timeline.html:86"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-3cfcf25507e7486a", "name": "Insecure pattern 'local_storage_auth_token' in src/dashboard/timeline.html:77", "shortDescription": {"text": "Insecure pattern 'local_storage_auth_token' in src/dashboard/timeline.html:77"}, "fullDescription": {"text": "Found a known-risky pattern (local_storage_auth_token). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-fc3c4ec072d9c354", "name": "Insecure pattern 'direct_innerhtml_assignment' in src/dashboard/graph.html:423", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in src/dashboard/graph.html:423"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-3300d2430cd28160", "name": "Insecure pattern 'local_storage_auth_token' in src/dashboard/graph.html:117", "shortDescription": {"text": "Insecure pattern 'local_storage_auth_token' in src/dashboard/graph.html:117"}, "fullDescription": {"text": "Found a known-risky pattern (local_storage_auth_token). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-d176c300b2c3580c", "name": "Insecure pattern 'direct_innerhtml_assignment' in src/dashboard/page.html:381", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in src/dashboard/page.html:381"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-6e1bccc3f8ad0b2a", "name": "Insecure pattern 'local_storage_auth_token' in src/dashboard/page.html:289", "shortDescription": {"text": "Insecure pattern 'local_storage_auth_token' in src/dashboard/page.html:289"}, "fullDescription": {"text": "Found a known-risky pattern (local_storage_auth_token). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-117c933ab3da899b", "name": "Insecure pattern 'weak_hash' in src/strategies/signature/README.md:24", "shortDescription": {"text": "Insecure pattern 'weak_hash' in src/strategies/signature/README.md:24"}, "fullDescription": {"text": "Found a known-risky pattern (weak_hash). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-4c61dcccdf8765a0", "name": "GitHub Action is tag-pinned rather than SHA-pinned", "shortDescription": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "fullDescription": {"text": "1password/load-secrets-action@v2 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-867a7950c3a0a96a", "name": "GitHub Action tracks a moving branch", "shortDescription": {"text": "GitHub Action tracks a moving branch"}, "fullDescription": {"text": "SonarSource/sonarcloud-github-action@master can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "high", "confidence": 1.0}}, {"id": "scanner-cf965883b1fcbf2f", "name": "GitHub Action is tag-pinned rather than SHA-pinned", "shortDescription": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "fullDescription": {"text": "linear-b/gitstream-github-action@v1 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-e0c74ac880db65d8", "name": "GitHub Action is tag-pinned rather than SHA-pinned", "shortDescription": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "fullDescription": {"text": "actions/checkout@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "low", "confidence": 1.0}}, {"id": "scanner-d4257587b14b733e", "name": "GitHub Actions workflow grants broad write permissions", "shortDescription": {"text": "GitHub Actions workflow grants broad write permissions"}, "fullDescription": {"text": "CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-042b34434a6c0017", "name": "GitHub Action is tag-pinned rather than SHA-pinned", "shortDescription": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "fullDescription": {"text": "tailscale/github-action@v3 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-1adf33d8d9946eb4", "name": "GitHub Actions workflow grants broad write permissions", "shortDescription": {"text": "GitHub Actions workflow grants broad write permissions"}, "fullDescription": {"text": "CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-ea3b5e389d8c9c0f", "name": "Low test-to-source ratio", "shortDescription": {"text": "Low test-to-source ratio"}, "fullDescription": {"text": "53 tests / 259 src (ratio 0.20)."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-141b30a41e03817b", "name": "No license file detected", "shortDescription": {"text": "No license file detected"}, "fullDescription": {"text": "No LICENSE/COPYING/NOTICE file was found. Generated repositories often omit licensing, which blocks reuse and automated intake."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-72b2a6250083a784", "name": "Placeholder or mock-heavy implementation detected", "shortDescription": {"text": "Placeholder or mock-heavy implementation detected"}, "fullDescription": {"text": "Found 45 placeholder/mock markers across 19 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-2d0c7b7ab8f8aacf", "name": "Critical user flow still appears backed by mock or placeholder data", "shortDescription": {"text": "Critical user flow still appears backed by mock or placeholder data"}, "fullDescription": {"text": "A payment/auth/admin/order/billing-style flow contains mock, fake, TODO, dummy, or placeholder markers in runtime source. In the Fable corpus this is a high-leverage completeness smell: the app can look finished while the money, identity, or tenant flow is still scaffolded."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-749d4bc1bd66df5f", "name": "Agent instructions exist but release-hardening basics are missing", "shortDescription": {"text": "Agent instructions exist but release-hardening basics are missing"}, "fullDescription": {"text": "AI-coder instruction files were found, but the repo is missing license. Treat this as a contract gap: the agent is guided, but the generated output is not yet guarded by the controls that make it repeatable."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-ea8f3013f588db25", "name": "Shallow git history limits provenance confidence", "shortDescription": {"text": "Shallow git history limits provenance confidence"}, "fullDescription": {"text": "The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-8424db9c75e04ba4", "name": "Very short observed git history", "shortDescription": {"text": "Very short observed git history"}, "fullDescription": {"text": "The repo has multiple source files but two or fewer visible commits. This is not a failure by itself, but it lowers confidence in evolution-based diagnosis."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-122f91b7f2906dc4", "name": "Agent authority lacks a verifier contract: .claude/settings.json", "shortDescription": {"text": "Agent authority lacks a verifier contract: .claude/settings.json"}, "fullDescription": {"text": "This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-df8d7aecf447de62", "name": "Agent authority lacks a verifier contract: .claude/commands/opsx/archive.md", "shortDescription": {"text": "Agent authority lacks a verifier contract: .claude/commands/opsx/archive.md"}, "fullDescription": {"text": "This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-021b572fe2fa6b9c", "name": "Agent authority lacks a verifier contract: .claude/commands/opsx/apply.md", "shortDescription": {"text": "Agent authority lacks a verifier contract: .claude/commands/opsx/apply.md"}, "fullDescription": {"text": "This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-14b94de34d897ad4", "name": "Agent authority lacks a verifier contract: .claude/skills/openspec-apply-change/SKILL.md", "shortDescription": {"text": "Agent authority lacks a verifier contract: .claude/skills/openspec-apply-change/SKILL.md"}, "fullDescription": {"text": "This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-8a585f74bb40a5f1", "name": "Agent authority lacks a verifier contract: .claude/skills/openspec-archive-change/SKILL.md", "shortDescription": {"text": "Agent authority lacks a verifier contract: .claude/skills/openspec-archive-change/SKILL.md"}, "fullDescription": {"text": "This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-0418328479317082", "name": "Commented-code block (5 lines) in scripts/agency_mcp_server.py:35", "shortDescription": {"text": "Commented-code block (5 lines) in scripts/agency_mcp_server.py:35"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}]}}, "automationDetails": {"id": "repobility/19029"}, "properties": {"repository": "SC0RED/Agency", "repoUrl": "https://github.com/SC0RED/Agency", "branch": "main"}, "results": [{"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423250, "scanner": "foundry_dataset", "fingerprint": "2f903d6923ee18040137da6e0b5370f256aa8da9a887e380cd522821a1797fbf", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"bug_fix": 5, "mock_placeholder": 1, "api_integration_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "claimed_resolved_unverified": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"claimed_resolved_unverified": 2, "not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": 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"weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#9\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#9\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#9\nRepo: SC0RED/Agency\nIssue/PR number: 9\nGraph consistency label: weak_supervision_needs_review\nNodes: 28\nEdges: 35\nNode types: {'commit': 10, 'link_quality': 6, 'comment': 3, 'comment_chain': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 6, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'bug_fix': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'security_auth_secret': 1, 'mock_placeholder': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'human_reported_issue_then_fix_attempt': 1, 'claimed_resolved_unverified': 1, 'blueprint_human_gap_alignment': 1, 'partial 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"graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423249, "scanner": "foundry_dataset", "fingerprint": "c1d76541ed9c705b22c4c8f5c688e893f66a4665b8b9d73e3d0e7131a363ac5c", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"bug_fix": 3, "security_auth_secret": 2, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "human_reported_issue_no_linked_fix": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"claimed_resolved_unverified": 6, "not_resolved_or_not_observed": 2}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 19, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 3, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 15, "node_types": {"repo": 1, "commit": 3, "thread": 1, "comment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#8", "issue_number": "8", "quality_tiers": {"unresolved": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-35774f01514236df", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#8\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#8\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#8\nRepo: SC0RED/Agency\nIssue/PR number: 8\nGraph consistency label: weak_supervision_needs_review\nNodes: 15\nEdges: 19\nNode types: {'link_quality': 4, 'commit': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 4, 'comment_chain_links_commit': 3, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 3, 'claimed_resolved_unverified': 3, 'security_auth_secret': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'human_reported_issue_then_fix_attempt': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1}\nOutcomes: {'claimed_resolved_unverified': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-75ccb5041c51316e", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423248, "scanner": "foundry_dataset", "fingerprint": "7adad010a7d2788989537fa471a83ce7e97eea8c7b256b343bbd0dd050c99bb9", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"bug_fix": 1, "api_integration_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#7", "issue_number": "7", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-a61972370a6b1717", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#7\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#7\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#7\nRepo: SC0RED/Agency\nIssue/PR number: 7\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-665d6d129ba55b2b", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423247, "scanner": "foundry_dataset", "fingerprint": "0eefffb2e5b7001b8928c260fe3659fca432e5e0712b8aad2d9caf3b4869b69f", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"bug_fix": 1, "test_ci_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#6", "issue_number": "6", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-53b4546895658320", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#6\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#6\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#6\nRepo: SC0RED/Agency\nIssue/PR number: 6\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-c53c6358d8cd546a", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423246, "scanner": "foundry_dataset", "fingerprint": "44e1162c965d017cf7bbba4b3b9e79742cdd8a75132469a0d66eef65960c6a11", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"bug_fix": 2, "test_ci_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 6, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 2, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 4, "human_reported_issue_then_verified_fix_attempt": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 8}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 39, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 7, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 28, "node_types": {"repo": 1, "commit": 8, "thread": 1, "comment": 3, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#52", "issue_number": "52", "quality_tiers": {"unresolved": 1, "assumption_check": 2, "weak_supervision": 4}, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-c4b9330e3aa9ec84", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#52\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#52\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#52\nRepo: SC0RED/Agency\nIssue/PR number: 52\nGraph consistency label: supported_by_verification_signal\nNodes: 28\nEdges: 39\nNode types: {'commit': 8, 'link_quality': 7, 'comment': 3, 'comment_chain': 3, 'alignment': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 7, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 6, 'claimed_resolved_with_verification_signal': 4, 'human_reported_issue_then_verified_fix_attempt': 2, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'data_schema_persistence': 1, 'security_auth_secret': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 8, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 4, 'assumption_check': 2, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-ceee1fc6576f7ba9", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423245, "scanner": "foundry_dataset", "fingerprint": "abf6eb4903b6e9496447faf6f0397e85eb09964af660050b7562c36886c6534a", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#50", "issue_number": "50", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-7d275e0d8c3a7ac1", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#50\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#50\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#50\nRepo: SC0RED/Agency\nIssue/PR number: 50\nGraph consistency label: weak_supervision_needs_review\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'security_auth_secret': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-9f765c191fc9f145", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423244, "scanner": "foundry_dataset", "fingerprint": "f39991fb24030eed96dc2178ef107b96f7e15c1df8fa0d1f897735705dca72f3", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"bug_fix": 1, "test_ci_gap": 2, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 2, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 1, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6, "claimed_resolved_with_verification_signal": 2}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 39, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 7, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 26, "node_types": {"repo": 1, "commit": 6, "thread": 1, "comment": 3, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#5", "issue_number": "5", "quality_tiers": {"unresolved": 1, "assumption_check": 2, "weak_supervision": 4}, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-7ea7a7313dfaf4c8", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#5\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#5\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#5\nRepo: SC0RED/Agency\nIssue/PR number: 5\nGraph consistency label: supported_by_verification_signal\nNodes: 26\nEdges: 39\nNode types: {'link_quality': 7, 'commit': 6, 'comment': 3, 'comment_chain': 3, 'alignment': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 7, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'test_ci_gap': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'claimed_resolved_with_verification_signal': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'not_resolved_or_not_observed': 2, 'claimed_resolved_with_verification_signal': 2}\nQuality tiers: {'weak_supervision': 4, 'assumption_check': 2, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-3674766517143165", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423243, "scanner": "foundry_dataset", "fingerprint": "d3b236f1e817e9c9de6581be4001cd03b2e76fd163d8b71d4108f1ef8e6ac310", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"bug_fix": 2, "test_ci_gap": 3, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 10, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 4, "human_reported_issue_then_verified_fix_attempt": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 2, "claimed_resolved_with_verification_signal": 8}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 53, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 4, "thread_has_comment": 4, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 9, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 4, "comment_chain_links_commit": 15, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 4}, "node_count": 37, "node_types": {"repo": 1, "commit": 12, "thread": 1, "comment": 4, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 9, "comment_chain": 4, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#49", "issue_number": "49", "quality_tiers": {"unresolved": 1, "assumption_check": 3, "weak_supervision": 5}, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-ffa8597ad6087615", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#49\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#49\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#49\nRepo: SC0RED/Agency\nIssue/PR number: 49\nGraph consistency label: supported_by_verification_signal\nNodes: 37\nEdges: 53\nNode types: {'commit': 12, 'link_quality': 9, 'comment': 4, 'comment_chain': 4, 'alignment': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 15, 'chain_has_link_quality': 9, 'thread_has_comment': 4, 'thread_has_comment_chain': 4, 'comment_has_chain': 4, 'issue_chain_has_comment_chain': 4, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 10, 'claimed_resolved_with_verification_signal': 4, 'test_ci_gap': 3, 'blueprint_human_gap_alignment': 3, 'human_reported_issue_then_verified_fix_attempt': 2, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'comment_has_related_commit_context': 1, 'ambiguous_needs_more_evidence': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 8, 'ambiguous_needs_more_evidence': 2, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 5, 'assumption_check': 3, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-3efb2b0d9526efd7", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423242, "scanner": "foundry_dataset", "fingerprint": "6a2003ad1aab95d852e3d7b0aa1877d545723f924d9ea2ba2c2fcf3f1674d0ae", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#48", "issue_number": "48", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-9a4fcd024b717368", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#48\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#48\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#48\nRepo: SC0RED/Agency\nIssue/PR number: 48\nGraph consistency label: weak_supervision_needs_review\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'security_auth_secret': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-40bd67fa93e9fa23", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423241, "scanner": "foundry_dataset", "fingerprint": "57b7efce157587c3d9a400b234c8f04c1cf46d50be46a006b13e7525b5b5291c", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"keys": ["verification_or_tests", "bug_fix", "claimed_resolved_with_verification_signal", "data_schema_persistence", "human_reported_issue_then_verified_fix_attempt", "blueprint_human_gap_alignment", "agent_instruction_gap", "thread_has_human_issue_and_fix_context", "issue_or_pull_request_thread", "security_auth_secret", "comment_has_related_commit_context", "ambiguous_needs_more_evidence", "human_reported_issue_no_linked_fix", "not_resolved_or_not_observed", "human_reported_issue_then_fix_attempt", "claimed_resolved_unverified", "partial blueprint fit"], "count": 17, "_omitted": "large_dict"}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"claimed_resolved_unverified": 2, "not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 2, "claimed_resolved_with_verification_signal": 10}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 70, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 6, "thread_has_comment": 6, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 11, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 6, "comment_chain_links_commit": 22, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 6}, "node_count": 43, "node_types": {"repo": 1, "commit": 12, "thread": 1, "comment": 6, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 11, "comment_chain": 6, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#47", "issue_number": "47", "quality_tiers": {"unresolved": 1, "assumption_check": 3, "weak_supervision": 7}, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-4a0df3ec9f30302e", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#47\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#47\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#47\nRepo: SC0RED/Agency\nIssue/PR number: 47\nGraph consistency label: supported_by_verification_signal\nNodes: 43\nEdges: 70\nNode types: {'commit': 12, 'link_quality': 11, 'comment': 6, 'comment_chain': 6, 'alignment': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 22, 'chain_has_link_quality': 11, 'thread_has_comment': 6, 'thread_has_comment_chain': 6, 'comment_has_chain': 6, 'issue_chain_has_comment_chain': 6, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 7, 'bug_fix': 5, 'claimed_resolved_with_verification_signal': 5, 'data_schema_persistence': 3, 'human_reported_issue_then_verified_fix_attempt': 3, 'blueprint_human_gap_alignment': 3, 'agent_instruction_gap': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'comment_has_related_commit_context': 1, 'ambiguous_needs_more_evidence': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'human_reported_issue_then_fix_attempt': 1, 'claimed_resolved_unverified': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 10, 'ambiguous_needs_more_evidence': 2, 'not_resolved_or_not_observed': 2, 'claimed_resolved_unverified': 2}\nQuality tiers: {'weak_supervision': 7, 'assumption_check': 3, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-7606d26f8aa738e3", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423240, "scanner": "foundry_dataset", "fingerprint": "5a0e82527593224671bf881ff06c7596dd6afd43a26764668e473ed73bb05197", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"keys": ["blueprint_human_gap_alignment", "claimed_resolved_with_verification_signal", "human_reported_issue_then_verified_fix_attempt", "data_schema_persistence", "verification_or_tests", "human_reported_issue_then_fix_attempt", "claimed_resolved_unverified", "agent_instruction_gap", "bug_fix", "comment_has_related_commit_context", "ambiguous_needs_more_evidence", "test_ci_gap", "security_auth_secret", "api_integration_gap", "generated_provenance", "thread_has_human_issue_and_fix_context", "issue_or_pull_request_thread", "ui_workflow_gap", "human_reported_issue_no_linked_fix", "not_resolved_or_not_observed", "partial blueprint fit"], "count": 21, "_omitted": "large_dict"}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"claimed_resolved_unverified": 16, "not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 10, "claimed_resolved_with_verification_signal": 38}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 373, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 31, "thread_has_comment": 31, "alignment_uses_comment": 20, "alignment_uses_finding": 20, "chain_has_link_quality": 53, "comment_aligns_finding": 20, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 31, "comment_chain_links_commit": 132, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 31}, "node_count": 160, "node_types": {"repo": 1, "commit": 20, "thread": 1, "comment": 31, "alignment": 20, "fix_outcome": 1, "issue_chain": 1, "link_quality": 53, "comment_chain": 31, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#45", "issue_number": "45", "quality_tiers": {"unresolved": 1, "assumption_check": 20, "weak_supervision": 32}, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-471c1ef064e4522f", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#45\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#45\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#45\nRepo: SC0RED/Agency\nIssue/PR number: 45\nGraph consistency label: supported_by_verification_signal\nNodes: 160\nEdges: 373\nNode types: {'link_quality': 53, 'comment': 31, 'comment_chain': 31, 'commit': 20, 'alignment': 20, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 132, 'chain_has_link_quality': 53, 'thread_has_comment': 31, 'thread_has_comment_chain': 31, 'comment_has_chain': 31, 'issue_chain_has_comment_chain': 31, 'alignment_uses_comment': 20, 'alignment_uses_finding': 20, 'comment_aligns_finding': 20, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'blueprint_human_gap_alignment': 20, 'claimed_resolved_with_verification_signal': 19, 'human_reported_issue_then_verified_fix_attempt': 17, 'data_schema_persistence': 11, 'verification_or_tests': 11, 'human_reported_issue_then_fix_attempt': 8, 'claimed_resolved_unverified': 8, 'agent_instruction_gap': 7, 'bug_fix': 7, 'comment_has_related_commit_context': 5, 'ambiguous_needs_more_evidence': 5, 'test_ci_gap': 4, 'security_auth_secret': 4, 'api_integration_gap': 4, 'generated_provenance': 2, 'thread_has_human_issue_and_fix_context': 2}\nOutcomes: {'claimed_resolved_with_verification_signal': 38, 'claimed_resolved_unverified': 16, 'ambiguous_needs_more_evidence': 10, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 32, 'assumption_check': 20, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-58467b57c9be64c0", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423239, "scanner": "foundry_dataset", "fingerprint": "7f267417de98193caf18e17826abedb0d9f040f7d4d21bd101b53281cd74a7af", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"bug_fix": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#44", "issue_number": "44", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-20a0aeda3ab8f32a", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#44\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#44\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#44\nRepo: SC0RED/Agency\nIssue/PR number: 44\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-45a0f911fac00083", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423238, "scanner": "foundry_dataset", "fingerprint": "447b40b782854c4a160221f32da0c649bd1402315554fccae242659fc5586230", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"bug_fix": 2, "test_ci_gap": 4, "deployment_env_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 9, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 5, "blueprint_human_gap_alignment": 4, "comment_has_related_commit_context": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 2, "human_reported_issue_then_verified_fix_attempt": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 10, "claimed_resolved_with_verification_signal": 4}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 77, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 6, "thread_has_comment": 6, "alignment_uses_comment": 4, "alignment_uses_finding": 4, "chain_has_link_quality": 12, "comment_aligns_finding": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 6, "comment_chain_links_commit": 25, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 6}, "node_count": 44, "node_types": {"repo": 1, "commit": 11, "thread": 1, "comment": 6, "alignment": 4, "fix_outcome": 1, "issue_chain": 1, "link_quality": 12, "comment_chain": 6, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#43", "issue_number": "43", "quality_tiers": {"unresolved": 1, "assumption_check": 4, "weak_supervision": 7}, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-e8d47b65b6fe979b", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#43\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#43\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#43\nRepo: SC0RED/Agency\nIssue/PR number: 43\nGraph consistency label: supported_by_verification_signal\nNodes: 44\nEdges: 77\nNode types: {'link_quality': 12, 'commit': 11, 'comment': 6, 'comment_chain': 6, 'alignment': 4, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 25, 'chain_has_link_quality': 12, 'thread_has_comment': 6, 'thread_has_comment_chain': 6, 'comment_has_chain': 6, 'issue_chain_has_comment_chain': 6, 'alignment_uses_comment': 4, 'alignment_uses_finding': 4, 'comment_aligns_finding': 4, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 9, 'ambiguous_needs_more_evidence': 5, 'test_ci_gap': 4, 'blueprint_human_gap_alignment': 4, 'comment_has_related_commit_context': 3, 'human_reported_issue_then_verified_fix_attempt': 2, 'bug_fix': 2, 'claimed_resolved_with_verification_signal': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'deployment_env_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 10, 'claimed_resolved_with_verification_signal': 4, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 7, 'assumption_check': 4, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-1bc889367621aea1", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423237, "scanner": "foundry_dataset", "fingerprint": "add91994d1bce792283f7fce5b97de52315c3591cafe7e3c345f9042d65b2142", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"bug_fix": 2, "security_auth_secret": 1, "agent_instruction_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 3, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 4, "blueprint_human_gap_alignment": 1, "human_reported_issue_no_linked_fix": 2, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 1, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 8, "claimed_resolved_with_verification_signal": 2}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 30, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 6, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 3, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#42", "issue_number": "42", "quality_tiers": {"unresolved": 2, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-2a14109962152fe6", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#42\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#42\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#42\nRepo: SC0RED/Agency\nIssue/PR number: 42\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 30\nNode types: {'link_quality': 6, 'commit': 5, 'comment': 3, 'comment_chain': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 4, 'verification_or_tests': 3, 'bug_fix': 2, 'human_reported_issue_no_linked_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'security_auth_secret': 1, 'agent_instruction_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'claimed_resolved_with_verification_signal': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'not_resolved_or_not_observed': 8, 'claimed_resolved_with_verification_signal': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 2, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-a0014e3160b003b8", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423236, "scanner": "foundry_dataset", "fingerprint": "65231a0a1b567c5b3a06a100e4dd417cdadbf3a7850b1de9c52a6c25dcaf7209", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"bug_fix": 5, "runtime_failure": 1, "security_auth_secret": 2, "agent_instruction_gap": 1, "verification_or_tests": 3, "claimed_resolved_unverified": 4, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "human_reported_issue_no_linked_fix": 1, "human_reported_issue_then_fix_attempt": 2, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 1, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"claimed_resolved_unverified": 8, "not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 2}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 37, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 4, "thread_has_comment": 4, "chain_has_link_quality": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 4, "comment_chain_links_commit": 11, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 4}, "node_count": 26, "node_types": {"repo": 1, "commit": 8, "thread": 1, "comment": 4, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 4}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#41", "issue_number": "41", "quality_tiers": {"unresolved": 1, "weak_supervision": 5}, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-fbe99ee03c251271", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#41\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#41\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#41\nRepo: SC0RED/Agency\nIssue/PR number: 41\nGraph consistency label: supported_by_verification_signal\nNodes: 26\nEdges: 37\nNode types: {'commit': 8, 'link_quality': 6, 'comment': 4, 'comment_chain': 4, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 11, 'chain_has_link_quality': 6, 'thread_has_comment': 4, 'thread_has_comment_chain': 4, 'comment_has_chain': 4, 'issue_chain_has_comment_chain': 4, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 5, 'claimed_resolved_unverified': 4, 'verification_or_tests': 3, 'security_auth_secret': 2, 'human_reported_issue_then_fix_attempt': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'runtime_failure': 1, 'agent_instruction_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'claimed_resolved_with_verification_signal': 1}\nOutcomes: {'claimed_resolved_unverified': 8, 'not_resolved_or_not_observed': 2, 'claimed_resolved_with_verification_signal': 2}\nQuality tiers: {'weak_supervision': 5, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-ed4e49375fa3d8f3", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423235, "scanner": "foundry_dataset", "fingerprint": "9c3a353196b75835c8781aace7266ef84c41923dffdf830bfc608163726a6b69", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"bug_fix": 6, "dependency_or_build": 1, "security_auth_secret": 3, "claimed_resolved_unverified": 4, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "human_reported_issue_no_linked_fix": 1, "human_reported_issue_then_fix_attempt": 2, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"claimed_resolved_unverified": 8, "not_resolved_or_not_observed": 2}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 31, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "chain_has_link_quality": 5, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 22, "node_types": {"repo": 1, "commit": 7, "thread": 1, "comment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 3}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#40", "issue_number": "40", "quality_tiers": {"unresolved": 1, "weak_supervision": 4}, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-fb4d5b1750cd6e79", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#40\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#40\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#40\nRepo: SC0RED/Agency\nIssue/PR number: 40\nGraph consistency label: weak_supervision_needs_review\nNodes: 22\nEdges: 31\nNode types: {'commit': 7, 'link_quality': 5, 'comment': 3, 'comment_chain': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 5, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 6, 'claimed_resolved_unverified': 4, 'security_auth_secret': 3, 'human_reported_issue_then_fix_attempt': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'dependency_or_build': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1}\nOutcomes: {'claimed_resolved_unverified': 8, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 4, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-0ad2105c20f6fabb", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423234, "scanner": "foundry_dataset", "fingerprint": "a6fb1688f0213ac164a22ea8a9432a9d79c29cbaef8fc4576ab58c4192a8d020", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"deployment_env_gap": 1, "security_auth_secret": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 3, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 21, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#39", "issue_number": "39", "quality_tiers": {"unresolved": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-49fb6fde7edd194f", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#39\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#39\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#39\nRepo: SC0RED/Agency\nIssue/PR number: 39\nGraph consistency label: weak_supervision_needs_review\nNodes: 17\nEdges: 21\nNode types: {'commit': 5, 'link_quality': 4, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'deployment_env_gap': 1, 'security_auth_secret': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-ac702bc7d9c6e4d1", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423233, "scanner": "foundry_dataset", "fingerprint": "f9b99125de174f81fb71bb23b0588073623db88b02268438086ec6d6065e73ac", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"security_auth_secret": 1, "verification_or_tests": 5, "human_feedback_general": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 3, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 21, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#38", "issue_number": "38", "quality_tiers": {"unresolved": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-e4d9ca5c9294f315", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#38\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#38\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#38\nRepo: SC0RED/Agency\nIssue/PR number: 38\nGraph consistency label: weak_supervision_needs_review\nNodes: 17\nEdges: 21\nNode types: {'commit': 5, 'link_quality': 4, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'security_auth_secret': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-3cd1bc174ef78c9c", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423232, "scanner": "foundry_dataset", "fingerprint": "0f04f41f8b73ec2bec7b499c4e9868fd57a36171f92fd33398fab4a1602c3361", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"api_integration_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#37", "issue_number": "37", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-794cbbb96d6dd19a", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#37\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#37\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#37\nRepo: SC0RED/Agency\nIssue/PR number: 37\nGraph consistency label: weak_supervision_needs_review\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'security_auth_secret': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-b6490698bef8bbcd", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423231, "scanner": "foundry_dataset", "fingerprint": "84a72f2b6409a3beef52444c9231939430b2b52ff7a90405a551a9095ab6306a", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"api_integration_gap": 2, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 7, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 2, "comment_has_related_commit_context": 2, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 8}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 37, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 7, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 8, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 27, "node_types": {"repo": 1, "commit": 7, "thread": 1, "comment": 3, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#36", "issue_number": "36", "quality_tiers": {"unresolved": 1, "assumption_check": 2, "weak_supervision": 4}, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-246517d7fcb83347", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#36\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#36\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#36\nRepo: SC0RED/Agency\nIssue/PR number: 36\nGraph consistency label: weak_supervision_needs_review\nNodes: 27\nEdges: 37\nNode types: {'commit': 7, 'link_quality': 7, 'comment': 3, 'comment_chain': 3, 'alignment': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 8, 'chain_has_link_quality': 7, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 7, 'ambiguous_needs_more_evidence': 4, 'api_integration_gap': 2, 'comment_has_related_commit_context': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 4, 'assumption_check': 2, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-2289259c3d6e108d", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423230, "scanner": "foundry_dataset", "fingerprint": "129695301c25e7830750d3ca28fd0eecb2846bed1ce1af36352404054d111a7e", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"bug_fix": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#35", "issue_number": "35", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-ba471284d5e02ab0", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#35\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#35\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#35\nRepo: SC0RED/Agency\nIssue/PR number: 35\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-2fd4c602afd7ab5f", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423229, "scanner": "foundry_dataset", "fingerprint": "b6f7d8f75c6a1570c407d6bf8e3185989d696f6596648d7329977d77e3c7928e", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"security_auth_secret": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#34", "issue_number": "34", "quality_tiers": {"unresolved": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-c2e49cbe84cbc423", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#34\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#34\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#34\nRepo: SC0RED/Agency\nIssue/PR number: 34\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-fe663d919afd3ac0", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423228, "scanner": "foundry_dataset", "fingerprint": "826cdd1f198ac468c42aba722845dc473a1851f687651ba9f687d3a8d04bcbd6", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"security_auth_secret": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#33", "issue_number": "33", "quality_tiers": {"unresolved": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-857bb6b6a64516e9", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#33\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#33\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#33\nRepo: SC0RED/Agency\nIssue/PR number: 33\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-fc8d0fb23d3ad577", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423227, "scanner": "foundry_dataset", "fingerprint": "9c576b10d1c70f1b77ef9bb80b39e598851fe176a79f28b237e2066ca5896b3a", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"keys": ["bug_fix", "verification_or_tests", "security_auth_secret", "claimed_resolved_unverified", "human_reported_issue_then_fix_attempt", "comment_has_related_commit_context", "ambiguous_needs_more_evidence", "human_reported_issue_then_verified_fix_attempt", "claimed_resolved_with_verification_signal", "thread_has_human_issue_and_fix_context", "blueprint_human_gap_alignment", "issue_or_pull_request_thread", "api_integration_gap", "mock_placeholder", "ui_workflow_gap", "dependency_or_build", "human_reported_issue_no_linked_fix", "not_resolved_or_not_observed", "partial blueprint fit"], "count": 19, "_omitted": "large_dict"}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"claimed_resolved_unverified": 8, "not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 4, "claimed_resolved_with_verification_signal": 4}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 78, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 7, "thread_has_comment": 7, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 11, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 7, "comment_chain_links_commit": 29, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 7}, "node_count": 45, "node_types": {"repo": 1, "commit": 13, "thread": 1, "comment": 7, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 11, "comment_chain": 7, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#32", "issue_number": "32", "quality_tiers": {"unresolved": 1, "high_confidence": 3, "assumption_check": 2, "weak_supervision": 5}, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-3571d3a7274c4428", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#32\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#32\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#32\nRepo: SC0RED/Agency\nIssue/PR number: 32\nGraph consistency label: supported_by_verification_signal\nNodes: 45\nEdges: 78\nNode types: {'commit': 13, 'link_quality': 11, 'comment': 7, 'comment_chain': 7, 'alignment': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 29, 'chain_has_link_quality': 11, 'thread_has_comment': 7, 'thread_has_comment_chain': 7, 'comment_has_chain': 7, 'issue_chain_has_comment_chain': 7, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 6, 'verification_or_tests': 6, 'security_auth_secret': 4, 'claimed_resolved_unverified': 4, 'human_reported_issue_then_fix_attempt': 2, 'comment_has_related_commit_context': 2, 'ambiguous_needs_more_evidence': 2, 'human_reported_issue_then_verified_fix_attempt': 2, 'claimed_resolved_with_verification_signal': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'mock_placeholder': 1, 'ui_workflow_gap': 1, 'dependency_or_build': 1}\nOutcomes: {'claimed_resolved_unverified': 8, 'ambiguous_needs_more_evidence': 4, 'claimed_resolved_with_verification_signal': 4, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 5, 'high_confidence': 3, 'assumption_check': 2, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-e210ff215475be3d", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423226, "scanner": "foundry_dataset", "fingerprint": "eab9948344f65d1efa7bc3db871396a0253db2078427a1a47dc17aa83fae4db7", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"security_auth_secret": 1, "verification_or_tests": 5, "human_feedback_general": 2, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 4, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 8}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 26, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "chain_has_link_quality": 5, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 3}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#31", "issue_number": "31", "quality_tiers": {"unresolved": 2, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-a4857340be06d5a0", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#31\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#31\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#31\nRepo: SC0RED/Agency\nIssue/PR number: 31\nGraph consistency label: weak_supervision_needs_review\nNodes: 20\nEdges: 26\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 3, 'comment_chain': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 4, 'human_feedback_general': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 2}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-799732e1b236a5d1", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423225, "scanner": "foundry_dataset", "fingerprint": "2d1b6a393fe4d57f38ec7474ee06317e7ef24346560f415904cbd9f4aba9ff19", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"security_auth_secret": 1, "verification_or_tests": 5, "human_feedback_general": 2, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 4, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 8}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 26, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "chain_has_link_quality": 5, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 3}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#30", "issue_number": "30", "quality_tiers": {"unresolved": 2, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-8e3bb3087ffd9a49", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#30\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#30\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#30\nRepo: SC0RED/Agency\nIssue/PR number: 30\nGraph consistency label: weak_supervision_needs_review\nNodes: 20\nEdges: 26\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 3, 'comment_chain': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 4, 'human_feedback_general': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 2}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-afc3948243e9cda2", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423224, "scanner": "foundry_dataset", "fingerprint": "1fd54024d8544de2893c5304b152d24dcb47ad6da1ff3d399a3952838f8af852", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"bug_fix": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#29", "issue_number": "29", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-68699a7eb5f21f12", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#29\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#29\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#29\nRepo: SC0RED/Agency\nIssue/PR number: 29\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-0679ae461b63d6b5", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423223, "scanner": "foundry_dataset", "fingerprint": "e6f2b50c354eba3895efc164cf6af3093ee5bd058c050a42fb0cfa3e138a5bed", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"api_integration_gap": 2, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 2, "comment_has_related_commit_context": 2, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 8}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 39, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 7, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 25, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 3, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#28", "issue_number": "28", "quality_tiers": {"unresolved": 1, "assumption_check": 2, "weak_supervision": 4}, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-9968950c63dbb128", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#28\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#28\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#28\nRepo: SC0RED/Agency\nIssue/PR number: 28\nGraph consistency label: weak_supervision_needs_review\nNodes: 25\nEdges: 39\nNode types: {'link_quality': 7, 'commit': 5, 'comment': 3, 'comment_chain': 3, 'alignment': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 7, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 4, 'api_integration_gap': 2, 'comment_has_related_commit_context': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 4, 'assumption_check': 2, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-05c3b4dff164cb92", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423222, "scanner": "foundry_dataset", "fingerprint": "9ec914e67cc67e9fd419a3e86a6cd054bb0fd9d4277b3cd42a5aa5993f3d917a", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"bug_fix": 1, "test_ci_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#27", "issue_number": "27", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-70eb6402bb1fd641", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#27\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#27\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#27\nRepo: SC0RED/Agency\nIssue/PR number: 27\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-e4fd39b8a968bef0", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423221, "scanner": "foundry_dataset", "fingerprint": "36d3d6ac62291af78acec38103eae8b17af13c0e3e70896c207ecbe1a5ceaa05", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"bug_fix": 5, "security_auth_secret": 2, "human_feedback_general": 1, "unlinked_human_feedback": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 1, "human_reported_issue_no_linked_fix": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"claimed_resolved_unverified": 6, "not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 2}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 26, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "chain_has_link_quality": 5, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 3}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#26", "issue_number": "26", "quality_tiers": {"unresolved": 2, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-0ad2441d34ac3784", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#26\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#26\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#26\nRepo: SC0RED/Agency\nIssue/PR number: 26\nGraph consistency label: weak_supervision_needs_review\nNodes: 20\nEdges: 26\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 3, 'comment_chain': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 5, 'claimed_resolved_unverified': 3, 'security_auth_secret': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'human_reported_issue_then_fix_attempt': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1}\nOutcomes: {'claimed_resolved_unverified': 6, 'not_resolved_or_not_observed': 2, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 2}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-4cbca36b6e82ebbc", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423220, "scanner": "foundry_dataset", "fingerprint": "bc3a74b803c8eb2448895297c25fa2792f823c49e40abeb85883617295a37966", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"bug_fix": 1, "test_ci_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#25", "issue_number": "25", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-1d6554e163cb16e0", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#25\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#25\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#25\nRepo: SC0RED/Agency\nIssue/PR number: 25\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-169ff59db5f3bc75", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423219, "scanner": "foundry_dataset", "fingerprint": "2c09774b2b677f037604ccdc71c1cf55af39e5241270d20d0debe93f84e8ea1f", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"bug_fix": 5, "api_integration_gap": 1, "security_auth_secret": 1, "agent_instruction_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "claimed_resolved_unverified": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 1, "human_reported_issue_no_linked_fix": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"claimed_resolved_unverified": 2, "not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 35, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 6, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 27, "node_types": {"repo": 1, "commit": 9, "thread": 1, "comment": 3, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#24", "issue_number": "24", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 4}, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-55ec7b90da1366dc", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#24\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#24\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#24\nRepo: SC0RED/Agency\nIssue/PR number: 24\nGraph consistency label: supported_by_verification_signal\nNodes: 27\nEdges: 35\nNode types: {'commit': 9, 'link_quality': 6, 'comment': 3, 'comment_chain': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 6, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'bug_fix': 5, 'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'security_auth_secret': 1, 'agent_instruction_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'human_reported_issue_then_fix_attempt': 1, 'claimed_resolved_unverified': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'not_resolved_or_not_observed': 2, 'claimed_resolved_unverified': 2}\nQuality tiers: {'weak_supervision': 4, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-55c09fc3f6d0f80b", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423218, "scanner": "foundry_dataset", "fingerprint": "a5ab3c104f7382596d930157b42bdd30c461b84cbc4be849bdd860c36d912f61", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"bug_fix": 5, "security_auth_secret": 2, "agent_instruction_gap": 1, "claimed_resolved_unverified": 4, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "human_reported_issue_no_linked_fix": 1, "human_reported_issue_then_fix_attempt": 2, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"claimed_resolved_unverified": 8, "not_resolved_or_not_observed": 2}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 27, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "chain_has_link_quality": 5, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 6, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 3}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#23", "issue_number": "23", "quality_tiers": {"unresolved": 1, "weak_supervision": 4}, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-cd9670b9c757353f", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#23\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#23\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#23\nRepo: SC0RED/Agency\nIssue/PR number: 23\nGraph consistency label: weak_supervision_needs_review\nNodes: 20\nEdges: 27\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 3, 'comment_chain': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 6, 'chain_has_link_quality': 5, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 5, 'claimed_resolved_unverified': 4, 'security_auth_secret': 2, 'human_reported_issue_then_fix_attempt': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'agent_instruction_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1}\nOutcomes: {'claimed_resolved_unverified': 8, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 4, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-b6268152a7d0c068", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423217, "scanner": "foundry_dataset", "fingerprint": "f263d7a85ec6c5b86f3c758a0f9e4cdd7a86ceb4dc974e9a01352bb482424442", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"bug_fix": 1, "api_integration_gap": 2, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 2, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 1, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6, "claimed_resolved_with_verification_signal": 2}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 39, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 7, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 26, "node_types": {"repo": 1, "commit": 6, "thread": 1, "comment": 3, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#22", "issue_number": "22", "quality_tiers": {"unresolved": 1, "high_confidence": 3, "assumption_check": 2, "weak_supervision": 1}, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-b1985e81f3660418", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#22\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#22\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#22\nRepo: SC0RED/Agency\nIssue/PR number: 22\nGraph consistency label: supported_by_verification_signal\nNodes: 26\nEdges: 39\nNode types: {'link_quality': 7, 'commit': 6, 'comment': 3, 'comment_chain': 3, 'alignment': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 7, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'api_integration_gap': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'claimed_resolved_with_verification_signal': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'not_resolved_or_not_observed': 2, 'claimed_resolved_with_verification_signal': 2}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2, 'weak_supervision': 1, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-7b6dc189b9d4d0fc", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423216, "scanner": "foundry_dataset", "fingerprint": "132430ef04f9c6b11d4f199b2743a869b197f0b482387d596bfdd4ad151f0423", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"bug_fix": 4, "api_integration_gap": 1, "security_auth_secret": 1, "agent_instruction_gap": 3, "partial blueprint fit": 1, "verification_or_tests": 9, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 2, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 6, "human_reported_issue_then_verified_fix_attempt": 4}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 2, "claimed_resolved_with_verification_signal": 12}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 64, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 6, "thread_has_comment": 6, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 10, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 6, "comment_chain_links_commit": 20, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 6}, "node_count": 42, "node_types": {"repo": 1, "commit": 13, "thread": 1, "comment": 6, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 10, "comment_chain": 6, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#21", "issue_number": "21", "quality_tiers": {"unresolved": 1, "high_confidence": 3, "assumption_check": 2, "weak_supervision": 4}, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-e628ec0fd2f9936e", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#21\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#21\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#21\nRepo: SC0RED/Agency\nIssue/PR number: 21\nGraph consistency label: supported_by_verification_signal\nNodes: 42\nEdges: 64\nNode types: {'commit': 13, 'link_quality': 10, 'comment': 6, 'comment_chain': 6, 'alignment': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 20, 'chain_has_link_quality': 10, 'thread_has_comment': 6, 'thread_has_comment_chain': 6, 'comment_has_chain': 6, 'issue_chain_has_comment_chain': 6, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 9, 'claimed_resolved_with_verification_signal': 6, 'human_reported_issue_then_verified_fix_attempt': 4, 'bug_fix': 4, 'agent_instruction_gap': 3, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'security_auth_secret': 1, 'api_integration_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'comment_has_related_commit_context': 1, 'ambiguous_needs_more_evidence': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 12, 'not_resolved_or_not_observed': 2, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'weak_supervision': 4, 'high_confidence': 3, 'assumption_check': 2, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-029481f395ab45b3", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423215, "scanner": "foundry_dataset", "fingerprint": "d046423e15b9c2739cbb9951e3c5270fa5c093eae98d8872b128176fe9a51294", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"bug_fix": 2, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 3, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#20", "issue_number": "20", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-9c25e9ff8193a332", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#20\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#20\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#20\nRepo: SC0RED/Agency\nIssue/PR number: 20\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-660a189bc307fda3", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423214, "scanner": "foundry_dataset", "fingerprint": "8e972ad93e1fe3b0712289593c855b6344f7ac3212fa3217bf7d8469eba62125", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"bug_fix": 1, "api_integration_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#19", "issue_number": "19", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-c2a61c1d411e209d", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#19\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#19\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#19\nRepo: SC0RED/Agency\nIssue/PR number: 19\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-a8ef5fe2db86f124", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423213, "scanner": "foundry_dataset", "fingerprint": "d544d17d351bf879ee606969142037a1d9c4edef4344e6c3277e07fe33a828e6", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"bug_fix": 1, "api_integration_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "human_feedback_general": 1, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#18", "issue_number": "18", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-907c448f12177410", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#18\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#18\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#18\nRepo: SC0RED/Agency\nIssue/PR number: 18\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_feedback_general': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-b1989f90e9c040f8", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423212, "scanner": "foundry_dataset", "fingerprint": "697b63007adaafd63a8b8e182f09e3f9e00b1459e49723f9effc2334a4b73513", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"bug_fix": 4, "api_integration_gap": 2, "security_auth_secret": 1, "agent_instruction_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 8, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 2, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 5, "human_reported_issue_then_verified_fix_attempt": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 10}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 49, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 4, "thread_has_comment": 4, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 8, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 4, "comment_chain_links_commit": 15, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 4}, "node_count": 35, "node_types": {"repo": 1, "commit": 12, "thread": 1, "comment": 4, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 8, "comment_chain": 4, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#16", "issue_number": "16", "quality_tiers": {"unresolved": 1, "assumption_check": 2, "weak_supervision": 5}, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-0c5a0e644b05223d", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#16\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#16\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#16\nRepo: SC0RED/Agency\nIssue/PR number: 16\nGraph consistency label: supported_by_verification_signal\nNodes: 35\nEdges: 49\nNode types: {'commit': 12, 'link_quality': 8, 'comment': 4, 'comment_chain': 4, 'alignment': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 15, 'chain_has_link_quality': 8, 'thread_has_comment': 4, 'thread_has_comment_chain': 4, 'comment_has_chain': 4, 'issue_chain_has_comment_chain': 4, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 8, 'claimed_resolved_with_verification_signal': 5, 'bug_fix': 4, 'human_reported_issue_then_verified_fix_attempt': 3, 'api_integration_gap': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'agent_instruction_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 10, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 5, 'assumption_check': 2, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-ab88b9cf736cfba2", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423211, "scanner": "foundry_dataset", "fingerprint": "764771e85392f7a7a3f41fa566497d28ba7c1d5f2569aa057647ef6d0abc7ce5", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"test_or_ci": 2, "api_or_backend": 6, "docs_or_claims": 3, "ui_or_frontend": 8, "source_or_other": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 81, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 1, "thread_touches_file": 20, "thread_has_pr_review": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 12, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "comment_chain_touches_file": 24, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 40, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 20, "alignment": 1, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#150", "issue_number": "150", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-d9216796f13f5b65", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {"test_or_ci": 10, "api_or_backend": 30, "docs_or_claims": 15, "ui_or_frontend": 40, "source_or_other": 5}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#150\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#150\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#150\nRepo: SC0RED/Agency\nIssue/PR number: 150\nGraph consistency label: weak_supervision_needs_review\nNodes: 40\nEdges: 81\nNode types: {'pr_file': 20, 'commit': 5, 'link_quality': 5, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_review': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_touches_file': 24, 'thread_touches_file': 20, 'issue_chain_touches_file': 12, 'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_pr_review': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1}\nLabels: {'ui_or_frontend': 8, 'api_or_backend': 6, 'verification_or_tests': 5, 'docs_or_claims': 3, 'ambiguous_needs_more_evidence': 3, 'test_or_ci': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'security_auth_secret': 1, 'source_or_other': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-634f80b6f82d99c0", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423210, "scanner": "foundry_dataset", "fingerprint": "ec6a956a9b179b775c262bd7b58eb13311225200e43b4e7f088251457e1a6796", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"keys": ["verification_or_tests", "claimed_resolved_with_verification_signal", "human_reported_issue_then_verified_fix_attempt", "blueprint_human_gap_alignment", "bug_fix", "api_integration_gap", "ui_workflow_gap", "agent_instruction_gap", "thread_has_human_issue_and_fix_context", "issue_or_pull_request_thread", "data_schema_persistence", "security_auth_secret", "human_reported_issue_no_linked_fix", "not_resolved_or_not_observed", "comment_has_related_commit_context", "ambiguous_needs_more_evidence", "human_reported_issue_then_fix_attempt", "claimed_resolved_unverified", "partial blueprint fit"], "count": 19, "_omitted": "large_dict"}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"claimed_resolved_unverified": 2, "not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 2, "claimed_resolved_with_verification_signal": 20}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 140, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 11, "thread_has_comment": 11, "alignment_uses_comment": 8, "alignment_uses_finding": 8, "chain_has_link_quality": 21, "comment_aligns_finding": 8, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 11, "comment_chain_links_commit": 47, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 11}, "node_count": 71, "node_types": {"repo": 1, "commit": 15, "thread": 1, "comment": 11, "alignment": 8, "fix_outcome": 1, "issue_chain": 1, "link_quality": 21, "comment_chain": 11, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#15", "issue_number": "15", "quality_tiers": {"unresolved": 1, "high_confidence": 3, "assumption_check": 8, "weak_supervision": 9}, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-07ddf522ff0eb0a7", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#15\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#15\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#15\nRepo: SC0RED/Agency\nIssue/PR number: 15\nGraph consistency label: supported_by_verification_signal\nNodes: 71\nEdges: 140\nNode types: {'link_quality': 21, 'commit': 15, 'comment': 11, 'comment_chain': 11, 'alignment': 8, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 47, 'chain_has_link_quality': 21, 'thread_has_comment': 11, 'thread_has_comment_chain': 11, 'comment_has_chain': 11, 'issue_chain_has_comment_chain': 11, 'alignment_uses_comment': 8, 'alignment_uses_finding': 8, 'comment_aligns_finding': 8, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 10, 'claimed_resolved_with_verification_signal': 10, 'human_reported_issue_then_verified_fix_attempt': 8, 'blueprint_human_gap_alignment': 8, 'bug_fix': 5, 'api_integration_gap': 4, 'ui_workflow_gap': 3, 'agent_instruction_gap': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'security_auth_secret': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'comment_has_related_commit_context': 1, 'ambiguous_needs_more_evidence': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 20, 'not_resolved_or_not_observed': 2, 'ambiguous_needs_more_evidence': 2, 'claimed_resolved_unverified': 2}\nQuality tiers: {'weak_supervision': 9, 'assumption_check': 8, 'high_confidence': 3, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-061a8ee7e4b5caa4", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423209, "scanner": "foundry_dataset", "fingerprint": "17bcdab41761a465015af7d4cd158eddb813fe716b67f785c2b8eb60e6fba77e", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"test_ci_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#14", "issue_number": "14", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-2849b13293aebd78", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#14\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#14\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#14\nRepo: SC0RED/Agency\nIssue/PR number: 14\nGraph consistency label: weak_supervision_needs_review\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'security_auth_secret': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-4660254b2e840f3d", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423208, "scanner": "foundry_dataset", "fingerprint": "966453c12703a856f3f7ced3cd4ce0843faae230c10ea83941e4b952f0902700", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"keys": ["verification_or_tests", "ambiguous_needs_more_evidence", "bug_fix", "thread_has_human_issue_and_fix_context", "blueprint_human_gap_alignment", "issue_or_pull_request_thread", "api_integration_gap", "human_feedback_general", "agent_instruction_gap", "ui_workflow_gap", "comment_has_related_commit_context", "unlinked_human_feedback", "human_reported_issue_then_fix_attempt", "generated_provenance", "claimed_resolved_unverified", "human_reported_issue_then_verified_fix_attempt", "claimed_resolved_with_verification_signal", "partial blueprint fit"], "count": 18, "_omitted": "large_dict"}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"claimed_resolved_unverified": 2, "ambiguous_needs_more_evidence": 8, "claimed_resolved_with_verification_signal": 2}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 48, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 4, "thread_has_comment": 4, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 8, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 4, "comment_chain_links_commit": 14, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 4}, "node_count": 33, "node_types": {"repo": 1, "commit": 10, "thread": 1, "comment": 4, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 8, "comment_chain": 4, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#13", "issue_number": "13", "quality_tiers": {"unresolved": 1, "assumption_check": 2, "weak_supervision": 5}, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-34b60f771388893b", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#13\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#13\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#13\nRepo: SC0RED/Agency\nIssue/PR number: 13\nGraph consistency label: supported_by_verification_signal\nNodes: 33\nEdges: 48\nNode types: {'commit': 10, 'link_quality': 8, 'comment': 4, 'comment_chain': 4, 'alignment': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 14, 'chain_has_link_quality': 8, 'thread_has_comment': 4, 'thread_has_comment_chain': 4, 'comment_has_chain': 4, 'issue_chain_has_comment_chain': 4, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 6, 'ambiguous_needs_more_evidence': 4, 'bug_fix': 3, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_feedback_general': 1, 'agent_instruction_gap': 1, 'ui_workflow_gap': 1, 'comment_has_related_commit_context': 1, 'unlinked_human_feedback': 1, 'human_reported_issue_then_fix_attempt': 1, 'generated_provenance': 1, 'claimed_resolved_unverified': 1, 'human_reported_issue_then_verified_fix_attempt': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8, 'claimed_resolved_unverified': 2, 'claimed_resolved_with_verification_signal': 2}\nQuality tiers: {'weak_supervision': 5, 'assumption_check': 2, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-5ea7dff2b0182075", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423207, "scanner": "foundry_dataset", "fingerprint": "8a8d4d08a16abd1a0e5a070694eb3ae88fd86cded804594eba819520c48dba26", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"bug_fix": 5, "test_ci_gap": 1, "security_auth_secret": 1, "agent_instruction_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "claimed_resolved_unverified": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 1, "human_reported_issue_no_linked_fix": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"claimed_resolved_unverified": 2, "not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 35, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 6, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 27, "node_types": {"repo": 1, "commit": 9, "thread": 1, "comment": 3, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#12", "issue_number": "12", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 4}, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-3fdf19e08e3f2d33", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#12\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#12\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#12\nRepo: SC0RED/Agency\nIssue/PR number: 12\nGraph consistency label: supported_by_verification_signal\nNodes: 27\nEdges: 35\nNode types: {'commit': 9, 'link_quality': 6, 'comment': 3, 'comment_chain': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 6, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'bug_fix': 5, 'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'security_auth_secret': 1, 'agent_instruction_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'human_reported_issue_then_fix_attempt': 1, 'claimed_resolved_unverified': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'not_resolved_or_not_observed': 2, 'claimed_resolved_unverified': 2}\nQuality tiers: {'weak_supervision': 4, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-b6ec4d8402b68ba1", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423206, "scanner": "foundry_dataset", "fingerprint": "857c5bc8cda2589aa5e813419dcc5ee5205b292bf3d440959e502bb527c3e151", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"bug_fix": 6, "test_ci_gap": 1, "api_integration_gap": 2, "generated_provenance": 2, "security_auth_secret": 2, "agent_instruction_gap": 2, "partial blueprint fit": 1, "verification_or_tests": 8, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 3, "human_reported_issue_no_linked_fix": 1, "human_reported_issue_then_fix_attempt": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 5, "human_reported_issue_then_verified_fix_attempt": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"claimed_resolved_unverified": 6, "not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 10}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 82, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 7, "thread_has_comment": 7, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 12, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 7, "comment_chain_links_commit": 29, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 7}, "node_count": 50, "node_types": {"repo": 1, "commit": 16, "thread": 1, "comment": 7, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 12, "comment_chain": 7, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#11", "issue_number": "11", "quality_tiers": {"unresolved": 1, "assumption_check": 3, "weak_supervision": 8}, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-dec211fa3e115343", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#11\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#11\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#11\nRepo: SC0RED/Agency\nIssue/PR number: 11\nGraph consistency label: supported_by_verification_signal\nNodes: 50\nEdges: 82\nNode types: {'commit': 16, 'link_quality': 12, 'comment': 7, 'comment_chain': 7, 'alignment': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 29, 'chain_has_link_quality': 12, 'thread_has_comment': 7, 'thread_has_comment_chain': 7, 'comment_has_chain': 7, 'issue_chain_has_comment_chain': 7, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 8, 'bug_fix': 6, 'claimed_resolved_with_verification_signal': 5, 'human_reported_issue_then_verified_fix_attempt': 3, 'human_reported_issue_then_fix_attempt': 3, 'claimed_resolved_unverified': 3, 'blueprint_human_gap_alignment': 3, 'security_auth_secret': 2, 'api_integration_gap': 2, 'agent_instruction_gap': 2, 'generated_provenance': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 10, 'claimed_resolved_unverified': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 8, 'assumption_check': 3, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-f29f812f866d4a5d", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: SC0RED/Agency"}, "properties": {"repobilityId": 423205, "scanner": "foundry_dataset", "fingerprint": "7a6bcd500afc45b2a8cfa02838513f4c348508699d07d10a7ec78a1a3ce59a60", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"bug_fix": 4, "dependency_or_build": 1, "security_auth_secret": 2, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "human_reported_issue_no_linked_fix": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"claimed_resolved_unverified": 6, "not_resolved_or_not_observed": 2}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 21, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#10", "issue_number": "10", "quality_tiers": {"unresolved": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-093f4645c271a706", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#10\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#10\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#10\nRepo: SC0RED/Agency\nIssue/PR number: 10\nGraph consistency label: weak_supervision_needs_review\nNodes: 17\nEdges: 21\nNode types: {'commit': 5, 'link_quality': 4, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 4, 'claimed_resolved_unverified': 3, 'security_auth_secret': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'human_reported_issue_then_fix_attempt': 1, 'dependency_or_build': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1}\nOutcomes: {'claimed_resolved_unverified': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-ac5af4b430c64be7", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394972, "scanner": "foundry_dataset", "fingerprint": "f94431fca3aff0c31985885b1a4c8842d0dc70a39cad411e60e23d565f765abd", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#96", "issue_number": "96", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-8e87c5a5e30bc101", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#96\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#96\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#96\nRepo: SC0RED/Agency\nIssue/PR number: 96\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-b7c0746a5d692595", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394971, "scanner": "foundry_dataset", "fingerprint": "d9608640b988a81188b344d0103d58f2eb18b95ffcf9403e6ee25ac4e1bff480", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"api_integration_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#95", "issue_number": "95", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-9b4c9e7d0bbd21f9", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#95\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#95\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#95\nRepo: SC0RED/Agency\nIssue/PR number: 95\nGraph consistency label: weak_supervision_needs_review\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-6731d5bb0d8db5ea", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394970, "scanner": "foundry_dataset", "fingerprint": "78a7f029ae75fa9a0534435b49d59b76ef9ec3b904056a39e85f1aa9c86063a6", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "partial blueprint fit": 1, "verification_or_tests": 3, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#94", "issue_number": "94", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-94ebca4dbfea4b0a", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#94\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#94\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#94\nRepo: SC0RED/Agency\nIssue/PR number: 94\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-403436b1c2b06b89", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394969, "scanner": "foundry_dataset", "fingerprint": "39b322feb61db6e8daee40dea2f8d66a22fac97a28419187e3333f87c4ad8f59", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "api_integration_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#92", "issue_number": "92", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-b9d4d2d0f3fbd2b1", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#92\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#92\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#92\nRepo: SC0RED/Agency\nIssue/PR number: 92\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-81a636933d30c69c", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394968, "scanner": "foundry_dataset", "fingerprint": "e339e30a041381a83809b64ae13019aaead1cb1ed2fe19714d5c8ed8d2cfbe2e", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#91", "issue_number": "91", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-8d87a82392507369", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#91\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#91\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#91\nRepo: SC0RED/Agency\nIssue/PR number: 91\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-29ed43d80f402c27", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394967, "scanner": "foundry_dataset", "fingerprint": "8c293067681242eb60c0ae99d3090163e35783f569ac4b1b817ee9eedc488667", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 5, "mock_placeholder": 1, "api_integration_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "claimed_resolved_unverified": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 2, "not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 35, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 6, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 28, "node_types": {"repo": 1, "commit": 10, "thread": 1, "comment": 3, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#9", "issue_number": "9", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 4}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-e89ef91a7aa114f3", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#9\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#9\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#9\nRepo: SC0RED/Agency\nIssue/PR number: 9\nGraph consistency label: weak_supervision_needs_review\nNodes: 28\nEdges: 35\nNode types: {'commit': 10, 'link_quality': 6, 'comment': 3, 'comment_chain': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 6, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'bug_fix': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'security_auth_secret': 1, 'mock_placeholder': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'human_reported_issue_then_fix_attempt': 1, 'claimed_resolved_unverified': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'not_resolved_or_not_observed': 2, 'claimed_resolved_unverified': 2}\nQuality tiers: {'weak_supervision': 4, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-40602a0de7588c94", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394966, "scanner": "foundry_dataset", "fingerprint": "8bfaa0876423adf6258e96369c605f0db0f3f9c774a5e9cdf4fc82b6e3f561c6", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "ui_workflow_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#89", "issue_number": "89", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-dbb62038454beb14", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#89\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#89\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#89\nRepo: SC0RED/Agency\nIssue/PR number: 89\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-e29b5de8aa25075f", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394965, "scanner": "foundry_dataset", "fingerprint": "52229c0ceb2d34c1d047ebe6f9fbedaa2b3876335e128a1c8c9038db2a174b6e", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "api_integration_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#88", "issue_number": "88", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-135f351e85853db8", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#88\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#88\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#88\nRepo: SC0RED/Agency\nIssue/PR number: 88\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-54aec8eb4538a064", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394964, "scanner": "foundry_dataset", "fingerprint": "8506c4349fa7a5867147d923388c50458cc3c1e1a70443c02493e8b6d1ceaea9", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "api_integration_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#86", "issue_number": "86", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-07055d216a355c49", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#86\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#86\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#86\nRepo: SC0RED/Agency\nIssue/PR number: 86\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-c6579aa9d5d1aeab", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394963, "scanner": "foundry_dataset", "fingerprint": "f63e7fe7f5918e7537b8de885ab34f15bec22f017b6f5a0c2e172c278e6a109c", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "ui_workflow_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#85", "issue_number": "85", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-8e75bce9eb4c28a4", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#85\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#85\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#85\nRepo: SC0RED/Agency\nIssue/PR number: 85\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-5769ba23c938e717", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394962, "scanner": "foundry_dataset", "fingerprint": "e039b96cf4424b45ff7997a5a1b41bbb7aa1304c3d0d13933a87f4a7315ba92a", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "partial blueprint fit": 1, "verification_or_tests": 3, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#84", "issue_number": "84", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-ffb45a12d0e8df29", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#84\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#84\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#84\nRepo: SC0RED/Agency\nIssue/PR number: 84\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-a8c2485d4891b620", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394961, "scanner": "foundry_dataset", "fingerprint": "302a4d330ce5b1d403f2dc7b5b953a89068ff2b019ee851a6e6ff2d9c0d821e1", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#81", "issue_number": "81", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-382bf0811223f89c", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#81\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#81\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#81\nRepo: SC0RED/Agency\nIssue/PR number: 81\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-4dd6306a77ffe874", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394960, "scanner": "foundry_dataset", "fingerprint": "035b9ff2931e6fdb9cd7d974a8265c53bb1812abbbaaaa2164759d98de2dc68f", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#79", "issue_number": "79", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-3100722081b81bc8", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#79\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#79\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#79\nRepo: SC0RED/Agency\nIssue/PR number: 79\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-abea0a6018d72098", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394959, "scanner": "foundry_dataset", "fingerprint": "daddce69ab4e90ee382ad0d4e8b4089e4221a2d157f82179eabb5a0716656876", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#76", "issue_number": "76", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-11cba96e92272692", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#76\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#76\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#76\nRepo: SC0RED/Agency\nIssue/PR number: 76\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-345c5814edc50294", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394958, "scanner": "foundry_dataset", "fingerprint": "fc4702b22b25274bd11fa68f1050091f38ccd664ad779b12f2244e32f46ec568", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#75", "issue_number": "75", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-6a9c2fcd512eedc9", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#75\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#75\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#75\nRepo: SC0RED/Agency\nIssue/PR number: 75\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-7ee43ea33963ad20", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394957, "scanner": "foundry_dataset", "fingerprint": "be4b1d24f4975b77bc8f31767c3fe1886f6626890f63f7c6c04c372a80d43a5f", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "ui_workflow_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#72", "issue_number": "72", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-311e9dee42ad88a8", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#72\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#72\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#72\nRepo: SC0RED/Agency\nIssue/PR number: 72\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-07b07edd554e7bc3", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394956, "scanner": "foundry_dataset", "fingerprint": "d5640a96a801d61adb7fab7b07512153e2547d11bbbdadfbc1d7fe59614c9e44", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "api_integration_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#7", "issue_number": "7", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-741b89c93581620f", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#7\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#7\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#7\nRepo: SC0RED/Agency\nIssue/PR number: 7\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-7f929d6a560655a5", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394955, "scanner": "foundry_dataset", "fingerprint": "4054bfc10639fee016563663a73314b1d9579854672afc95b1eb334a7d5a8331", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "api_integration_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#68", "issue_number": "68", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-06599efb3602a434", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#68\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#68\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#68\nRepo: SC0RED/Agency\nIssue/PR number: 68\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-48ebc0b389933092", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394954, "scanner": "foundry_dataset", "fingerprint": "efe13182857491d1d4bd25b1e60fbce062b9d74506133b6af52a5f1397c4bc8f", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "runtime_failure": 2, "generated_provenance": 1, "agent_instruction_gap": 2, "partial blueprint fit": 1, "verification_or_tests": 9, "data_schema_persistence": 1, "claimed_resolved_unverified": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "human_reported_issue_then_fix_attempt": 2, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 5, "human_reported_issue_then_verified_fix_attempt": 3}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 4, "claimed_resolved_with_verification_signal": 10}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 53, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 5, "thread_has_comment": 5, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 8, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 5, "comment_chain_links_commit": 18, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 5}, "node_count": 35, "node_types": {"repo": 1, "commit": 11, "thread": 1, "comment": 5, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 8, "comment_chain": 5, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#65", "issue_number": "65", "quality_tiers": {"assumption_check": 1, "weak_supervision": 7}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-56f9e61bc76ad2e5", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#65\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#65\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#65\nRepo: SC0RED/Agency\nIssue/PR number: 65\nGraph consistency label: supported_by_verification_signal\nNodes: 35\nEdges: 53\nNode types: {'commit': 11, 'link_quality': 8, 'comment': 5, 'comment_chain': 5, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 18, 'chain_has_link_quality': 8, 'thread_has_comment': 5, 'thread_has_comment_chain': 5, 'comment_has_chain': 5, 'issue_chain_has_comment_chain': 5, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 9, 'claimed_resolved_with_verification_signal': 5, 'human_reported_issue_then_verified_fix_attempt': 3, 'runtime_failure': 2, 'agent_instruction_gap': 2, 'human_reported_issue_then_fix_attempt': 2, 'claimed_resolved_unverified': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'bug_fix': 1, 'generated_provenance': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 10, 'claimed_resolved_unverified': 4}\nQuality tiers: {'weak_supervision': 7, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-b58897ac2ae003d8", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394953, "scanner": "foundry_dataset", "fingerprint": "ffd8d0b7b137ed5274c49cb5ea42166dfe7f06cafd3086091f0c0cdd8de5db5d", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "ui_workflow_gap": 2, "partial blueprint fit": 1, "verification_or_tests": 7, "data_schema_persistence": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 4, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 6, "human_reported_issue_then_verified_fix_attempt": 4}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 12}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 62, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 4, "thread_has_comment": 4, "alignment_uses_comment": 4, "alignment_uses_finding": 4, "chain_has_link_quality": 10, "comment_aligns_finding": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 4, "comment_chain_links_commit": 20, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 4}, "node_count": 35, "node_types": {"repo": 1, "commit": 8, "thread": 1, "comment": 4, "alignment": 4, "fix_outcome": 1, "issue_chain": 1, "link_quality": 10, "comment_chain": 4, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#63", "issue_number": "63", "quality_tiers": {"assumption_check": 4, "weak_supervision": 6}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-f74fb2727645379b", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#63\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#63\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#63\nRepo: SC0RED/Agency\nIssue/PR number: 63\nGraph consistency label: supported_by_verification_signal\nNodes: 35\nEdges: 62\nNode types: {'link_quality': 10, 'commit': 8, 'comment': 4, 'comment_chain': 4, 'alignment': 4, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 20, 'chain_has_link_quality': 10, 'thread_has_comment': 4, 'thread_has_comment_chain': 4, 'comment_has_chain': 4, 'issue_chain_has_comment_chain': 4, 'alignment_uses_comment': 4, 'alignment_uses_finding': 4, 'comment_aligns_finding': 4, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 7, 'claimed_resolved_with_verification_signal': 6, 'human_reported_issue_then_verified_fix_attempt': 4, 'blueprint_human_gap_alignment': 4, 'data_schema_persistence': 2, 'ui_workflow_gap': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'bug_fix': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 12}\nQuality tiers: {'weak_supervision': 6, 'assumption_check': 4}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-2a05cc031829a89c", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394952, "scanner": "foundry_dataset", "fingerprint": "ed2e9881c49ab989575d7df57374307f85ee6d71e87e8775622bd591ac0534b3", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 7, "deployment_env_gap": 1, "generated_provenance": 1, "agent_instruction_gap": 6, "partial blueprint fit": 1, "verification_or_tests": 5, "data_schema_persistence": 1, "claimed_resolved_unverified": 4, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "human_reported_issue_then_fix_attempt": 4, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 6, "human_reported_issue_then_verified_fix_attempt": 4}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 8, "claimed_resolved_with_verification_signal": 12}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 81, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 8, "thread_has_comment": 8, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 11, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 8, "comment_chain_links_commit": 31, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 8}, "node_count": 46, "node_types": {"repo": 1, "commit": 13, "thread": 1, "comment": 8, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 11, "comment_chain": 8, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#62", "issue_number": "62", "quality_tiers": {"assumption_check": 1, "weak_supervision": 10}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-533150ac2febff1b", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#62\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#62\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#62\nRepo: SC0RED/Agency\nIssue/PR number: 62\nGraph consistency label: supported_by_verification_signal\nNodes: 46\nEdges: 81\nNode types: {'commit': 13, 'link_quality': 11, 'comment': 8, 'comment_chain': 8, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 31, 'chain_has_link_quality': 11, 'thread_has_comment': 8, 'thread_has_comment_chain': 8, 'comment_has_chain': 8, 'issue_chain_has_comment_chain': 8, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'bug_fix': 7, 'agent_instruction_gap': 6, 'claimed_resolved_with_verification_signal': 6, 'verification_or_tests': 5, 'human_reported_issue_then_verified_fix_attempt': 4, 'human_reported_issue_then_fix_attempt': 4, 'claimed_resolved_unverified': 4, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'deployment_env_gap': 1, 'generated_provenance': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 12, 'claimed_resolved_unverified': 8}\nQuality tiers: {'weak_supervision': 10, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-a003f79e15a27faf", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394951, "scanner": "foundry_dataset", "fingerprint": "4ef30598c1445c503ff94a767c777055f641d34a050f82a3acb620b07b07e171", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 4, "runtime_failure": 1, "ui_workflow_gap": 2, "api_integration_gap": 1, "agent_instruction_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 9, "claimed_resolved_unverified": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 6, "human_reported_issue_then_verified_fix_attempt": 4}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 2, "claimed_resolved_with_verification_signal": 12}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 67, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 5, "thread_has_comment": 5, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 10, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 5, "comment_chain_links_commit": 24, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 5}, "node_count": 41, "node_types": {"repo": 1, "commit": 13, "thread": 1, "comment": 5, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 10, "comment_chain": 5, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#61", "issue_number": "61", "quality_tiers": {"assumption_check": 3, "weak_supervision": 7}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-bab8f224e71e32e9", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#61\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#61\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#61\nRepo: SC0RED/Agency\nIssue/PR number: 61\nGraph consistency label: supported_by_verification_signal\nNodes: 41\nEdges: 67\nNode types: {'commit': 13, 'link_quality': 10, 'comment': 5, 'comment_chain': 5, 'alignment': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 24, 'chain_has_link_quality': 10, 'thread_has_comment': 5, 'thread_has_comment_chain': 5, 'comment_has_chain': 5, 'issue_chain_has_comment_chain': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 9, 'claimed_resolved_with_verification_signal': 6, 'human_reported_issue_then_verified_fix_attempt': 4, 'bug_fix': 4, 'blueprint_human_gap_alignment': 3, 'ui_workflow_gap': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'runtime_failure': 1, 'agent_instruction_gap': 1, 'api_integration_gap': 1, 'human_reported_issue_then_fix_attempt': 1, 'claimed_resolved_unverified': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 12, 'claimed_resolved_unverified': 2}\nQuality tiers: {'weak_supervision': 7, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-f8d4e57f65ecf498", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394950, "scanner": "foundry_dataset", "fingerprint": "ec235f8e60b6acde3e298fba57e5ba985239e892bcfd55993b7b10687c6f7cc2", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"api_integration_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#60", "issue_number": "60", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-99791187ad6cc3e8", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#60\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#60\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#60\nRepo: SC0RED/Agency\nIssue/PR number: 60\nGraph consistency label: weak_supervision_needs_review\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-60074157f5c696c4", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394949, "scanner": "foundry_dataset", "fingerprint": "7dc91628f4e84d56d3fb0e621716cf673f603d458305a03ed3981284058c6364", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "test_ci_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#6", "issue_number": "6", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-11a83ae3ee7e8b41", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#6\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#6\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#6\nRepo: SC0RED/Agency\nIssue/PR number: 6\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-eec874db87533a3f", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394948, "scanner": "foundry_dataset", "fingerprint": "52074b001c21f7abed1296659f965e76604a318dbae14fc901c5cdd49eaf2ee4", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#58", "issue_number": "58", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-4ab9cdce1d635464", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#58\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#58\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#58\nRepo: SC0RED/Agency\nIssue/PR number: 58\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-6a343452c930cad3", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394947, "scanner": "foundry_dataset", "fingerprint": "578d2110c6079bba5da111bf953104d8c625db6ca6ebf6e136bcec43fd7ecdb6", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#55", "issue_number": "55", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-737f4160ad624f90", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#55\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#55\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#55\nRepo: SC0RED/Agency\nIssue/PR number: 55\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-1e988f4fd2eefd52", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394946, "scanner": "foundry_dataset", "fingerprint": "c41a353a56f3b4da1c17dbcbb97505f31c6b9e25d72608992dd22a947477d90a", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "test_ci_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 6, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 2, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 4, "human_reported_issue_then_verified_fix_attempt": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 8}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 39, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 7, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 28, "node_types": {"repo": 1, "commit": 8, "thread": 1, "comment": 3, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#52", "issue_number": "52", "quality_tiers": {"unresolved": 1, "assumption_check": 2, "weak_supervision": 4}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-3c061f373ddea46b", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#52\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#52\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#52\nRepo: SC0RED/Agency\nIssue/PR number: 52\nGraph consistency label: supported_by_verification_signal\nNodes: 28\nEdges: 39\nNode types: {'commit': 8, 'link_quality': 7, 'comment': 3, 'comment_chain': 3, 'alignment': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 7, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 6, 'claimed_resolved_with_verification_signal': 4, 'human_reported_issue_then_verified_fix_attempt': 2, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'data_schema_persistence': 1, 'security_auth_secret': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 8, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 4, 'assumption_check': 2, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-4ef66275ba8cd414", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394945, "scanner": "foundry_dataset", "fingerprint": "c121d0c90286158e9ce912f4e35cf90c30f2d61066bbaeeb4f2d136a3780860f", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 6, "security_or_secrets": 1, "security_auth_secret": 2, "partial blueprint fit": 1, "verification_or_tests": 5, "data_schema_persistence": 2, "claimed_resolved_unverified": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 2, "human_reported_issue_then_fix_attempt": 2, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 4, "human_reported_issue_then_verified_fix_attempt": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 4, "claimed_resolved_with_verification_signal": 8}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 53, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 4, "thread_has_comment": 4, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 8, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 4, "comment_chain_links_commit": 19, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 4}, "node_count": 35, "node_types": {"repo": 1, "commit": 12, "thread": 1, "comment": 4, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 8, "comment_chain": 4, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#51", "issue_number": "51", "quality_tiers": {"assumption_check": 2, "weak_supervision": 6}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-b6e4d86020f574ab", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#51\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#51\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#51\nRepo: SC0RED/Agency\nIssue/PR number: 51\nGraph consistency label: supported_by_verification_signal\nNodes: 35\nEdges: 53\nNode types: {'commit': 12, 'link_quality': 8, 'comment': 4, 'comment_chain': 4, 'alignment': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 19, 'chain_has_link_quality': 8, 'thread_has_comment': 4, 'thread_has_comment_chain': 4, 'comment_has_chain': 4, 'issue_chain_has_comment_chain': 4, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 6, 'verification_or_tests': 5, 'claimed_resolved_with_verification_signal': 4, 'data_schema_persistence': 2, 'security_auth_secret': 2, 'human_reported_issue_then_verified_fix_attempt': 2, 'human_reported_issue_then_fix_attempt': 2, 'claimed_resolved_unverified': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'issue_or_pull_request_thread': 1, 'security_or_secrets': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 8, 'claimed_resolved_unverified': 4}\nQuality tiers: {'weak_supervision': 6, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-d6392944afb2aba5", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394944, "scanner": "foundry_dataset", "fingerprint": "2e4e4b752b303c7fae3ce2cbbcb143ca4fd449a61057ed4679cb42f2a1aa425e", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#50", "issue_number": "50", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-da65fed8b4d2c124", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#50\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#50\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#50\nRepo: SC0RED/Agency\nIssue/PR number: 50\nGraph consistency label: weak_supervision_needs_review\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'security_auth_secret': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-5d0a26da6a790c10", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394943, "scanner": "foundry_dataset", "fingerprint": "c98b93a8ab5e52b08e370f48027eedafbbd1c2119c706e438ca12e836776b46c", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "test_ci_gap": 2, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 2, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 1, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6, "claimed_resolved_with_verification_signal": 2}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 39, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 7, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 26, "node_types": {"repo": 1, "commit": 6, "thread": 1, "comment": 3, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#5", "issue_number": "5", "quality_tiers": {"unresolved": 1, "assumption_check": 2, "weak_supervision": 4}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-d20d9627d4eabd98", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#5\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#5\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#5\nRepo: SC0RED/Agency\nIssue/PR number: 5\nGraph consistency label: supported_by_verification_signal\nNodes: 26\nEdges: 39\nNode types: {'link_quality': 7, 'commit': 6, 'comment': 3, 'comment_chain': 3, 'alignment': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 7, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'test_ci_gap': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'claimed_resolved_with_verification_signal': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'not_resolved_or_not_observed': 2, 'claimed_resolved_with_verification_signal': 2}\nQuality tiers: {'weak_supervision': 4, 'assumption_check': 2, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-aa23617cc8c6ce5a", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394942, "scanner": "foundry_dataset", "fingerprint": "1a38e6596970b860d32bb56e5aaa2ee666109843fe70052064ee2849e34497dd", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "test_ci_gap": 3, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 10, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 4, "human_reported_issue_then_verified_fix_attempt": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 2, "claimed_resolved_with_verification_signal": 8}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 53, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 4, "thread_has_comment": 4, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 9, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 4, "comment_chain_links_commit": 15, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 4}, "node_count": 37, "node_types": {"repo": 1, "commit": 12, "thread": 1, "comment": 4, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 9, "comment_chain": 4, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#49", "issue_number": "49", "quality_tiers": {"unresolved": 1, "assumption_check": 3, "weak_supervision": 5}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-c83a3dd295c3ca85", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#49\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#49\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#49\nRepo: SC0RED/Agency\nIssue/PR number: 49\nGraph consistency label: supported_by_verification_signal\nNodes: 37\nEdges: 53\nNode types: {'commit': 12, 'link_quality': 9, 'comment': 4, 'comment_chain': 4, 'alignment': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 15, 'chain_has_link_quality': 9, 'thread_has_comment': 4, 'thread_has_comment_chain': 4, 'comment_has_chain': 4, 'issue_chain_has_comment_chain': 4, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 10, 'claimed_resolved_with_verification_signal': 4, 'test_ci_gap': 3, 'blueprint_human_gap_alignment': 3, 'human_reported_issue_then_verified_fix_attempt': 2, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'comment_has_related_commit_context': 1, 'ambiguous_needs_more_evidence': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 8, 'ambiguous_needs_more_evidence': 2, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 5, 'assumption_check': 3, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-e6f143558bb2ce12", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394941, "scanner": "foundry_dataset", "fingerprint": "967ee4da56ef2cf7509c0bdf647e61e0a067b44c7477af02989cb405e30428a4", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#48", "issue_number": "48", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-2476cfbb33c85c83", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#48\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#48\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#48\nRepo: SC0RED/Agency\nIssue/PR number: 48\nGraph consistency label: weak_supervision_needs_review\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'security_auth_secret': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-260b3a21a4f5b117", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394940, "scanner": "foundry_dataset", "fingerprint": "3524111abf67a0f7c5de6027c220ce7b0b2e9fc98d57f7baf40d34a6fa2e21aa", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"keys": ["verification_or_tests", "bug_fix", "claimed_resolved_with_verification_signal", "data_schema_persistence", "human_reported_issue_then_verified_fix_attempt", "blueprint_human_gap_alignment", "agent_instruction_gap", "thread_has_human_issue_and_fix_context", "issue_or_pull_request_thread", "security_auth_secret", "comment_has_related_commit_context", "ambiguous_needs_more_evidence", "human_reported_issue_no_linked_fix", "not_resolved_or_not_observed", "human_reported_issue_then_fix_attempt", "claimed_resolved_unverified", "partial blueprint fit"], "count": 17, "_omitted": "large_dict"}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 2, "not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 2, "claimed_resolved_with_verification_signal": 10}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 70, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 6, "thread_has_comment": 6, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 11, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 6, "comment_chain_links_commit": 22, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 6}, "node_count": 43, "node_types": {"repo": 1, "commit": 12, "thread": 1, "comment": 6, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 11, "comment_chain": 6, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#47", "issue_number": "47", "quality_tiers": {"unresolved": 1, "assumption_check": 3, "weak_supervision": 7}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-6f060812c63d5bdd", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#47\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#47\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#47\nRepo: SC0RED/Agency\nIssue/PR number: 47\nGraph consistency label: supported_by_verification_signal\nNodes: 43\nEdges: 70\nNode types: {'commit': 12, 'link_quality': 11, 'comment': 6, 'comment_chain': 6, 'alignment': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 22, 'chain_has_link_quality': 11, 'thread_has_comment': 6, 'thread_has_comment_chain': 6, 'comment_has_chain': 6, 'issue_chain_has_comment_chain': 6, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 7, 'bug_fix': 5, 'claimed_resolved_with_verification_signal': 5, 'data_schema_persistence': 3, 'human_reported_issue_then_verified_fix_attempt': 3, 'blueprint_human_gap_alignment': 3, 'agent_instruction_gap': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'comment_has_related_commit_context': 1, 'ambiguous_needs_more_evidence': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'human_reported_issue_then_fix_attempt': 1, 'claimed_resolved_unverified': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 10, 'ambiguous_needs_more_evidence': 2, 'not_resolved_or_not_observed': 2, 'claimed_resolved_unverified': 2}\nQuality tiers: {'weak_supervision': 7, 'assumption_check': 3, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-7c29249f07b7e852", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394939, "scanner": "foundry_dataset", "fingerprint": "ef04e4161c165b8eb05cb648c9e4562dc2f0551717cb2cbe1d844cc17c1804e2", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"partial blueprint fit": 1, "verification_or_tests": 5, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#46", "issue_number": "46", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-6b2e70b1440cbcfc", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#46\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#46\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#46\nRepo: SC0RED/Agency\nIssue/PR number: 46\nGraph consistency label: weak_supervision_needs_review\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-f7d18130441abbc5", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394938, "scanner": "foundry_dataset", "fingerprint": "5290cf6e3f1604a27582fe0e0490b43abe3f8b5f31b787a3d915d9294490b2d1", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"keys": ["blueprint_human_gap_alignment", "claimed_resolved_with_verification_signal", "human_reported_issue_then_verified_fix_attempt", "data_schema_persistence", "verification_or_tests", "human_reported_issue_then_fix_attempt", "claimed_resolved_unverified", "agent_instruction_gap", "bug_fix", "comment_has_related_commit_context", "ambiguous_needs_more_evidence", "test_ci_gap", "security_auth_secret", "api_integration_gap", "generated_provenance", "thread_has_human_issue_and_fix_context", "issue_or_pull_request_thread", "ui_workflow_gap", "human_reported_issue_no_linked_fix", "not_resolved_or_not_observed", "partial blueprint fit"], "count": 21, "_omitted": "large_dict"}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 16, "not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 10, "claimed_resolved_with_verification_signal": 38}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 373, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 31, "thread_has_comment": 31, "alignment_uses_comment": 20, "alignment_uses_finding": 20, "chain_has_link_quality": 53, "comment_aligns_finding": 20, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 31, "comment_chain_links_commit": 132, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 31}, "node_count": 160, "node_types": {"repo": 1, "commit": 20, "thread": 1, "comment": 31, "alignment": 20, "fix_outcome": 1, "issue_chain": 1, "link_quality": 53, "comment_chain": 31, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#45", "issue_number": "45", "quality_tiers": {"unresolved": 1, "assumption_check": 20, "weak_supervision": 32}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-18a21e7660f1fcf7", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#45\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#45\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#45\nRepo: SC0RED/Agency\nIssue/PR number: 45\nGraph consistency label: supported_by_verification_signal\nNodes: 160\nEdges: 373\nNode types: {'link_quality': 53, 'comment': 31, 'comment_chain': 31, 'commit': 20, 'alignment': 20, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 132, 'chain_has_link_quality': 53, 'thread_has_comment': 31, 'thread_has_comment_chain': 31, 'comment_has_chain': 31, 'issue_chain_has_comment_chain': 31, 'alignment_uses_comment': 20, 'alignment_uses_finding': 20, 'comment_aligns_finding': 20, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'blueprint_human_gap_alignment': 20, 'claimed_resolved_with_verification_signal': 19, 'human_reported_issue_then_verified_fix_attempt': 17, 'data_schema_persistence': 11, 'verification_or_tests': 11, 'human_reported_issue_then_fix_attempt': 8, 'claimed_resolved_unverified': 8, 'agent_instruction_gap': 7, 'bug_fix': 7, 'comment_has_related_commit_context': 5, 'ambiguous_needs_more_evidence': 5, 'test_ci_gap': 4, 'security_auth_secret': 4, 'api_integration_gap': 4, 'generated_provenance': 2, 'thread_has_human_issue_and_fix_context': 2}\nOutcomes: {'claimed_resolved_with_verification_signal': 38, 'claimed_resolved_unverified': 16, 'ambiguous_needs_more_evidence': 10, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 32, 'assumption_check': 20, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-eef3dd012d7d99e9", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394937, "scanner": "foundry_dataset", "fingerprint": "cd206d73526a9d2783a6817f69921486c33027b8f23f5cfe13d2f8e8f4b44c73", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#44", "issue_number": "44", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-c24adecd0093a429", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#44\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#44\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#44\nRepo: SC0RED/Agency\nIssue/PR number: 44\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-8927139d63d8a426", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394936, "scanner": "foundry_dataset", "fingerprint": "86dc8ee1d6e5a3847e7e58cddaf698cb3fe43578849249f7a13c02e617357938", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "test_ci_gap": 4, "deployment_env_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 9, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 5, "blueprint_human_gap_alignment": 4, "comment_has_related_commit_context": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 2, "human_reported_issue_then_verified_fix_attempt": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 10, "claimed_resolved_with_verification_signal": 4}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 77, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 6, "thread_has_comment": 6, "alignment_uses_comment": 4, "alignment_uses_finding": 4, "chain_has_link_quality": 12, "comment_aligns_finding": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 6, "comment_chain_links_commit": 25, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 6}, "node_count": 44, "node_types": {"repo": 1, "commit": 11, "thread": 1, "comment": 6, "alignment": 4, "fix_outcome": 1, "issue_chain": 1, "link_quality": 12, "comment_chain": 6, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#43", "issue_number": "43", "quality_tiers": {"unresolved": 1, "assumption_check": 4, "weak_supervision": 7}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-9fcfc57794763759", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#43\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#43\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#43\nRepo: SC0RED/Agency\nIssue/PR number: 43\nGraph consistency label: supported_by_verification_signal\nNodes: 44\nEdges: 77\nNode types: {'link_quality': 12, 'commit': 11, 'comment': 6, 'comment_chain': 6, 'alignment': 4, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 25, 'chain_has_link_quality': 12, 'thread_has_comment': 6, 'thread_has_comment_chain': 6, 'comment_has_chain': 6, 'issue_chain_has_comment_chain': 6, 'alignment_uses_comment': 4, 'alignment_uses_finding': 4, 'comment_aligns_finding': 4, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 9, 'ambiguous_needs_more_evidence': 5, 'test_ci_gap': 4, 'blueprint_human_gap_alignment': 4, 'comment_has_related_commit_context': 3, 'human_reported_issue_then_verified_fix_attempt': 2, 'bug_fix': 2, 'claimed_resolved_with_verification_signal': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'deployment_env_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 10, 'claimed_resolved_with_verification_signal': 4, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 7, 'assumption_check': 4, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-89e5704b84c7e31e", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394935, "scanner": "foundry_dataset", "fingerprint": "3b47bb23fd3224ff36d440d8936e1e20a05858b4b178771cfb001b1fddeb0145", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "security_auth_secret": 1, "agent_instruction_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 3, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 4, "blueprint_human_gap_alignment": 1, "human_reported_issue_no_linked_fix": 2, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 1, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 8, "claimed_resolved_with_verification_signal": 2}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 30, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 6, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 3, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#42", "issue_number": "42", "quality_tiers": {"unresolved": 2, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-c127633aac675f33", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#42\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#42\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#42\nRepo: SC0RED/Agency\nIssue/PR number: 42\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 30\nNode types: {'link_quality': 6, 'commit': 5, 'comment': 3, 'comment_chain': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 4, 'verification_or_tests': 3, 'bug_fix': 2, 'human_reported_issue_no_linked_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'security_auth_secret': 1, 'agent_instruction_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'claimed_resolved_with_verification_signal': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'not_resolved_or_not_observed': 8, 'claimed_resolved_with_verification_signal': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 2, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-a9b44cfdfdee5b0c", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394934, "scanner": "foundry_dataset", "fingerprint": "6aafb51f4a9dbaaa5f254d546ce7fbbdd2971b1feb4b4d09d98a780403f55b01", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"api_integration_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#4", "issue_number": "4", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-bce47fded4e979bf", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#4\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#4\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#4\nRepo: SC0RED/Agency\nIssue/PR number: 4\nGraph consistency label: weak_supervision_needs_review\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-2a1b1f32ac6ed348", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394933, "scanner": "foundry_dataset", "fingerprint": "1063943529ec840ad95b55283643dd9c6b330de638435d3232111dacdb78b633", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"api_integration_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#37", "issue_number": "37", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-27bf735c6c8a98d4", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#37\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#37\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#37\nRepo: SC0RED/Agency\nIssue/PR number: 37\nGraph consistency label: weak_supervision_needs_review\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'security_auth_secret': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-78354811fcc510aa", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394932, "scanner": "foundry_dataset", "fingerprint": "9916339318c301d1691fdad0e632912c147fc1fdb577e3bd10ec8e36aff2c1e0", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"api_integration_gap": 2, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 7, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 2, "comment_has_related_commit_context": 2, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 8}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 37, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 7, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 8, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 27, "node_types": {"repo": 1, "commit": 7, "thread": 1, "comment": 3, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#36", "issue_number": "36", "quality_tiers": {"unresolved": 1, "assumption_check": 2, "weak_supervision": 4}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-7349596fbff1742d", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#36\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#36\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#36\nRepo: SC0RED/Agency\nIssue/PR number: 36\nGraph consistency label: weak_supervision_needs_review\nNodes: 27\nEdges: 37\nNode types: {'commit': 7, 'link_quality': 7, 'comment': 3, 'comment_chain': 3, 'alignment': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 8, 'chain_has_link_quality': 7, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 7, 'ambiguous_needs_more_evidence': 4, 'api_integration_gap': 2, 'comment_has_related_commit_context': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 4, 'assumption_check': 2, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-74c47a471602a40f", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394931, "scanner": "foundry_dataset", "fingerprint": "736daa20bd18ffc7b22b92fc0656e2b056011490e1cc2367002e404ab9a8b93a", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#35", "issue_number": "35", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-264b7fbb413e31cd", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#35\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#35\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#35\nRepo: SC0RED/Agency\nIssue/PR number: 35\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-e1b280d0f7a49e16", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394930, "scanner": "foundry_dataset", "fingerprint": "5d43a1a4cabdc175606003a413e23bacb34dca9300850920ca864dedcd28c077", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"keys": ["bug_fix", "verification_or_tests", "security_auth_secret", "claimed_resolved_unverified", "human_reported_issue_then_fix_attempt", "comment_has_related_commit_context", "ambiguous_needs_more_evidence", "human_reported_issue_then_verified_fix_attempt", "claimed_resolved_with_verification_signal", "thread_has_human_issue_and_fix_context", "blueprint_human_gap_alignment", "issue_or_pull_request_thread", "api_integration_gap", "mock_placeholder", "ui_workflow_gap", "dependency_or_build", "human_reported_issue_no_linked_fix", "not_resolved_or_not_observed", "partial blueprint fit"], "count": 19, "_omitted": "large_dict"}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 8, "not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 4, "claimed_resolved_with_verification_signal": 4}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 78, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 7, "thread_has_comment": 7, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 11, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 7, "comment_chain_links_commit": 29, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 7}, "node_count": 45, "node_types": {"repo": 1, "commit": 13, "thread": 1, "comment": 7, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 11, "comment_chain": 7, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#32", "issue_number": "32", "quality_tiers": {"unresolved": 1, "high_confidence": 3, "assumption_check": 2, "weak_supervision": 5}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-76c56ca36ae56193", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#32\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#32\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#32\nRepo: SC0RED/Agency\nIssue/PR number: 32\nGraph consistency label: supported_by_verification_signal\nNodes: 45\nEdges: 78\nNode types: {'commit': 13, 'link_quality': 11, 'comment': 7, 'comment_chain': 7, 'alignment': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 29, 'chain_has_link_quality': 11, 'thread_has_comment': 7, 'thread_has_comment_chain': 7, 'comment_has_chain': 7, 'issue_chain_has_comment_chain': 7, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 6, 'verification_or_tests': 6, 'security_auth_secret': 4, 'claimed_resolved_unverified': 4, 'human_reported_issue_then_fix_attempt': 2, 'comment_has_related_commit_context': 2, 'ambiguous_needs_more_evidence': 2, 'human_reported_issue_then_verified_fix_attempt': 2, 'claimed_resolved_with_verification_signal': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'mock_placeholder': 1, 'ui_workflow_gap': 1, 'dependency_or_build': 1}\nOutcomes: {'claimed_resolved_unverified': 8, 'ambiguous_needs_more_evidence': 4, 'claimed_resolved_with_verification_signal': 4, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 5, 'high_confidence': 3, 'assumption_check': 2, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-9b45db2ef458fa12", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394929, "scanner": "foundry_dataset", "fingerprint": "7d9a21aeb499821440d1685737690d85859be9409cfa826564791d3ccac8b5fd", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#3", "issue_number": "3", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-6723d9d446b44cf2", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#3\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#3\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#3\nRepo: SC0RED/Agency\nIssue/PR number: 3\nGraph consistency label: weak_supervision_needs_review\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-86be1b5db01806b3", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394928, "scanner": "foundry_dataset", "fingerprint": "354364db400197538e03a45a56ea04d286692551b61b1c74ae3ea574283e8e8f", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#29", "issue_number": "29", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-d917472b22189678", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#29\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#29\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#29\nRepo: SC0RED/Agency\nIssue/PR number: 29\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-f1d898db11c74d15", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394927, "scanner": "foundry_dataset", "fingerprint": "f49e9d7f7bcf8f299177ba8a903de38ce7994ab380f650dc6f968b7e6e88b0d2", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"api_integration_gap": 2, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 2, "comment_has_related_commit_context": 2, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 8}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 39, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 7, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 25, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 3, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#28", "issue_number": "28", "quality_tiers": {"unresolved": 1, "assumption_check": 2, "weak_supervision": 4}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-b963c0ad9336ce38", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#28\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#28\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#28\nRepo: SC0RED/Agency\nIssue/PR number: 28\nGraph consistency label: weak_supervision_needs_review\nNodes: 25\nEdges: 39\nNode types: {'link_quality': 7, 'commit': 5, 'comment': 3, 'comment_chain': 3, 'alignment': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 7, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 4, 'api_integration_gap': 2, 'comment_has_related_commit_context': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 4, 'assumption_check': 2, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-c420ba0d43e865d2", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394926, "scanner": "foundry_dataset", "fingerprint": "91b4540acb6fa03f5f7d37b2c88898c34efc77e38b812e9ab44f589cd6a07110", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "test_ci_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#27", "issue_number": "27", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-f8885400c4bc003b", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#27\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#27\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#27\nRepo: SC0RED/Agency\nIssue/PR number: 27\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-f6d496276cb1bc1f", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394925, "scanner": "foundry_dataset", "fingerprint": "2642331b87d62ebc0efd39413f9ca97ca489e462ee65f7ecc0ee5095accce188", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "test_ci_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#25", "issue_number": "25", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-32e01d25e36034b5", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#25\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#25\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#25\nRepo: SC0RED/Agency\nIssue/PR number: 25\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-76ab65cdf2761e67", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394924, "scanner": "foundry_dataset", "fingerprint": "2e17c7351809717b3089e9a90357b283d96067c769e2f93b52243c2a3418d95a", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 5, "api_integration_gap": 1, "security_auth_secret": 1, "agent_instruction_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "claimed_resolved_unverified": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 1, "human_reported_issue_no_linked_fix": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 2, "not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 35, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 6, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 27, "node_types": {"repo": 1, "commit": 9, "thread": 1, "comment": 3, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#24", "issue_number": "24", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 4}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-307a2de2ae82927b", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#24\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#24\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#24\nRepo: SC0RED/Agency\nIssue/PR number: 24\nGraph consistency label: supported_by_verification_signal\nNodes: 27\nEdges: 35\nNode types: {'commit': 9, 'link_quality': 6, 'comment': 3, 'comment_chain': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 6, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'bug_fix': 5, 'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'security_auth_secret': 1, 'agent_instruction_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'human_reported_issue_then_fix_attempt': 1, 'claimed_resolved_unverified': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'not_resolved_or_not_observed': 2, 'claimed_resolved_unverified': 2}\nQuality tiers: {'weak_supervision': 4, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-2268b773739f9d58", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394923, "scanner": "foundry_dataset", "fingerprint": "44e2a8169492c65164eff30fff13c9a22aefede710a6722d4683af3f39068e7b", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "api_integration_gap": 2, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 2, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 1, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6, "claimed_resolved_with_verification_signal": 2}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 39, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 7, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 26, "node_types": {"repo": 1, "commit": 6, "thread": 1, "comment": 3, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#22", "issue_number": "22", "quality_tiers": {"unresolved": 1, "high_confidence": 3, "assumption_check": 2, "weak_supervision": 1}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-85b3ce1d6352f575", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#22\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#22\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#22\nRepo: SC0RED/Agency\nIssue/PR number: 22\nGraph consistency label: supported_by_verification_signal\nNodes: 26\nEdges: 39\nNode types: {'link_quality': 7, 'commit': 6, 'comment': 3, 'comment_chain': 3, 'alignment': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 7, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'api_integration_gap': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'claimed_resolved_with_verification_signal': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'not_resolved_or_not_observed': 2, 'claimed_resolved_with_verification_signal': 2}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2, 'weak_supervision': 1, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-de2c9f8a96ffdfe4", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394922, "scanner": "foundry_dataset", "fingerprint": "6b4104b1299f9bffa8160e9477b2206c70a5fbe8ac1279f931adfc576100e78e", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 4, "api_integration_gap": 1, "security_auth_secret": 1, "agent_instruction_gap": 3, "partial blueprint fit": 1, "verification_or_tests": 9, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 2, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 6, "human_reported_issue_then_verified_fix_attempt": 4}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 2, "claimed_resolved_with_verification_signal": 12}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 64, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 6, "thread_has_comment": 6, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 10, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 6, "comment_chain_links_commit": 20, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 6}, "node_count": 42, "node_types": {"repo": 1, "commit": 13, "thread": 1, "comment": 6, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 10, "comment_chain": 6, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#21", "issue_number": "21", "quality_tiers": {"unresolved": 1, "high_confidence": 3, "assumption_check": 2, "weak_supervision": 4}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-ac600d778f0fe5a7", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#21\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#21\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#21\nRepo: SC0RED/Agency\nIssue/PR number: 21\nGraph consistency label: supported_by_verification_signal\nNodes: 42\nEdges: 64\nNode types: {'commit': 13, 'link_quality': 10, 'comment': 6, 'comment_chain': 6, 'alignment': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 20, 'chain_has_link_quality': 10, 'thread_has_comment': 6, 'thread_has_comment_chain': 6, 'comment_has_chain': 6, 'issue_chain_has_comment_chain': 6, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 9, 'claimed_resolved_with_verification_signal': 6, 'human_reported_issue_then_verified_fix_attempt': 4, 'bug_fix': 4, 'agent_instruction_gap': 3, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'security_auth_secret': 1, 'api_integration_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'comment_has_related_commit_context': 1, 'ambiguous_needs_more_evidence': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 12, 'not_resolved_or_not_observed': 2, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'weak_supervision': 4, 'high_confidence': 3, 'assumption_check': 2, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-f0ed96de945e2083", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394921, "scanner": "foundry_dataset", "fingerprint": "049d567a95136abd6d7043df0b4615e1156df0b4fe599b86d4d89a39974552c7", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 3, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#20", "issue_number": "20", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-514813d03dbf6caf", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#20\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#20\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#20\nRepo: SC0RED/Agency\nIssue/PR number: 20\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-cd81bd772e26c782", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394920, "scanner": "foundry_dataset", "fingerprint": "af5e50a9824b6f934b3d29d89cce7d4907e38289a029b100f7e352d8e6f6b711", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "test_ci_gap": 1, "generated_provenance": 1, "partial blueprint fit": 1, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#2", "issue_number": "2", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-f80538d2f63dbdc7", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#2\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#2\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#2\nRepo: SC0RED/Agency\nIssue/PR number: 2\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'generated_provenance': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-507272aefe320573", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394919, "scanner": "foundry_dataset", "fingerprint": "bc6c9ef884319e06af3b8585f62d870801e2a3292e1a997ab7c80286e9ee359c", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "api_integration_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#19", "issue_number": "19", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-d363d2b3c71eb51e", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#19\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#19\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#19\nRepo: SC0RED/Agency\nIssue/PR number: 19\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-276368133324a5b2", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394918, "scanner": "foundry_dataset", "fingerprint": "cdbb9e74a5bdd71f1f3219184819cb3a2cfa92ff9cee4282739d85894cb6eb8c", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "api_integration_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "human_feedback_general": 1, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#18", "issue_number": "18", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-912f9d2346a16139", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#18\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#18\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#18\nRepo: SC0RED/Agency\nIssue/PR number: 18\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_feedback_general': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-52de6df78e876cce", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394917, "scanner": "foundry_dataset", "fingerprint": "c95f20b25b7cc8f7f80e2638c37137c2315d8003cbbe9f49d029d081f84ff321", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 4, "api_integration_gap": 2, "security_auth_secret": 1, "agent_instruction_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 8, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 2, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 5, "human_reported_issue_then_verified_fix_attempt": 3}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 10}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 49, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 4, "thread_has_comment": 4, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 8, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 4, "comment_chain_links_commit": 15, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 4}, "node_count": 35, "node_types": {"repo": 1, "commit": 12, "thread": 1, "comment": 4, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 8, "comment_chain": 4, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#16", "issue_number": "16", "quality_tiers": {"unresolved": 1, "assumption_check": 2, "weak_supervision": 5}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-eb6868b667c1ad66", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#16\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#16\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#16\nRepo: SC0RED/Agency\nIssue/PR number: 16\nGraph consistency label: supported_by_verification_signal\nNodes: 35\nEdges: 49\nNode types: {'commit': 12, 'link_quality': 8, 'comment': 4, 'comment_chain': 4, 'alignment': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 15, 'chain_has_link_quality': 8, 'thread_has_comment': 4, 'thread_has_comment_chain': 4, 'comment_has_chain': 4, 'issue_chain_has_comment_chain': 4, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 8, 'claimed_resolved_with_verification_signal': 5, 'bug_fix': 4, 'human_reported_issue_then_verified_fix_attempt': 3, 'api_integration_gap': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'agent_instruction_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 10, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 5, 'assumption_check': 2, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-97f02b5518b90c93", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394916, "scanner": "foundry_dataset", "fingerprint": "2a79979bedcbc2f149cd26a2ada97df193fefc561b319d0f2d8b3b7a25b57165", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_or_ci": 2, "api_or_backend": 6, "docs_or_claims": 3, "ui_or_frontend": 8, "source_or_other": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 81, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 1, "thread_touches_file": 20, "thread_has_pr_review": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 12, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "comment_chain_touches_file": 24, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 40, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 20, "alignment": 1, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#150", "issue_number": "150", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-a5eecb72366d3de3", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {"test_or_ci": 10, "api_or_backend": 30, "docs_or_claims": 15, "ui_or_frontend": 40, "source_or_other": 5}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#150\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#150\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#150\nRepo: SC0RED/Agency\nIssue/PR number: 150\nGraph consistency label: weak_supervision_needs_review\nNodes: 40\nEdges: 81\nNode types: {'pr_file': 20, 'commit': 5, 'link_quality': 5, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_review': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_touches_file': 24, 'thread_touches_file': 20, 'issue_chain_touches_file': 12, 'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_pr_review': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1}\nLabels: {'ui_or_frontend': 8, 'api_or_backend': 6, 'verification_or_tests': 5, 'docs_or_claims': 3, 'ambiguous_needs_more_evidence': 3, 'test_or_ci': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'security_auth_secret': 1, 'source_or_other': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-7078e143aa10cc10", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394915, "scanner": "foundry_dataset", "fingerprint": "e2371b26113634c5fc2ca90485291ad4c3245c898c5d608c6cd2bd88a3eea27a", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"keys": ["verification_or_tests", "claimed_resolved_with_verification_signal", "human_reported_issue_then_verified_fix_attempt", "blueprint_human_gap_alignment", "bug_fix", "api_integration_gap", "ui_workflow_gap", "agent_instruction_gap", "thread_has_human_issue_and_fix_context", "issue_or_pull_request_thread", "data_schema_persistence", "security_auth_secret", "human_reported_issue_no_linked_fix", "not_resolved_or_not_observed", "comment_has_related_commit_context", "ambiguous_needs_more_evidence", "human_reported_issue_then_fix_attempt", "claimed_resolved_unverified", "partial blueprint fit"], "count": 19, "_omitted": "large_dict"}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 2, "not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 2, "claimed_resolved_with_verification_signal": 20}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 140, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 11, "thread_has_comment": 11, "alignment_uses_comment": 8, "alignment_uses_finding": 8, "chain_has_link_quality": 21, "comment_aligns_finding": 8, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 11, "comment_chain_links_commit": 47, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 11}, "node_count": 71, "node_types": {"repo": 1, "commit": 15, "thread": 1, "comment": 11, "alignment": 8, "fix_outcome": 1, "issue_chain": 1, "link_quality": 21, "comment_chain": 11, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#15", "issue_number": "15", "quality_tiers": {"unresolved": 1, "high_confidence": 3, "assumption_check": 8, "weak_supervision": 9}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-e6fee9393eb2fd90", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#15\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#15\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#15\nRepo: SC0RED/Agency\nIssue/PR number: 15\nGraph consistency label: supported_by_verification_signal\nNodes: 71\nEdges: 140\nNode types: {'link_quality': 21, 'commit': 15, 'comment': 11, 'comment_chain': 11, 'alignment': 8, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 47, 'chain_has_link_quality': 21, 'thread_has_comment': 11, 'thread_has_comment_chain': 11, 'comment_has_chain': 11, 'issue_chain_has_comment_chain': 11, 'alignment_uses_comment': 8, 'alignment_uses_finding': 8, 'comment_aligns_finding': 8, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 10, 'claimed_resolved_with_verification_signal': 10, 'human_reported_issue_then_verified_fix_attempt': 8, 'blueprint_human_gap_alignment': 8, 'bug_fix': 5, 'api_integration_gap': 4, 'ui_workflow_gap': 3, 'agent_instruction_gap': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'security_auth_secret': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'comment_has_related_commit_context': 1, 'ambiguous_needs_more_evidence': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 20, 'not_resolved_or_not_observed': 2, 'ambiguous_needs_more_evidence': 2, 'claimed_resolved_unverified': 2}\nQuality tiers: {'weak_supervision': 9, 'assumption_check': 8, 'high_confidence': 3, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-7d2088cfa50dcd94", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394914, "scanner": "foundry_dataset", "fingerprint": "48d0138ace408ad14fd4f689f552cef2a4ff7b5f8770da8c8f235c495cf8d992", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"ui_or_frontend": 1, "ui_workflow_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 21, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 3, "comment_chain_touches_file": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 16, "node_types": {"repo": 1, "commit": 3, "thread": 1, "comment": 1, "pr_file": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#149", "issue_number": "149", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-500f45546c1aefca", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {"ui_or_frontend": 4}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#149\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#149\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#149\nRepo: SC0RED/Agency\nIssue/PR number: 149\nGraph consistency label: weak_supervision_needs_review\nNodes: 16\nEdges: 21\nNode types: {'link_quality': 4, 'commit': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_file': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'comment_chain_links_commit': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_touches_file': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_touches_file': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'issue_chain_touches_file': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 3, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'ui_or_frontend': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-5e76982f610819fa", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394913, "scanner": "foundry_dataset", "fingerprint": "5343598413867c84eb3996f3cd92e630d2c593ff9ba790efe0ad5b545f471b60", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "test_or_ci": 2, "api_or_backend": 1, "commit_general": 1, "ui_or_frontend": 2, "api_integration_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 3, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 36, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 5, "comment_chain_has_ci": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 5, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 5, "alignment": 1, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#147", "issue_number": "147", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-6425400e76b6c119", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"test_or_ci": 8, "api_or_backend": 4, "ui_or_frontend": 8}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#147\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#147\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#147\nRepo: SC0RED/Agency\nIssue/PR number: 147\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 36\nNode types: {'pr_file': 5, 'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'thread_touches_file': 5, 'comment_chain_links_commit': 5, 'comment_chain_touches_file': 5, 'issue_chain_touches_file': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'test_or_ci': 2, 'ui_or_frontend': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'api_or_backend': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'commit_general': 1, 'bug_fix': 1, 'ci_pending_or_incomplete': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 1}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-b81594117dd21398", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394912, "scanner": "foundry_dataset", "fingerprint": "0f9d41784a8ccc5716c27d932af67e866f2b0e7fc2be64ebc54bb02600c408dd", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"api_or_backend": 2, "ui_or_frontend": 4, "partial blueprint fit": 1, "verification_or_tests": 5, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 38, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 6, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 6, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 6, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 6, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#146", "issue_number": "146", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-7eac0d7c7c124d1b", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"api_or_backend": 8, "ui_or_frontend": 16}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_high_confidence_link\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#146\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#146\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#146\nRepo: SC0RED/Agency\nIssue/PR number: 146\nGraph consistency label: supported_by_high_confidence_link\nNodes: 23\nEdges: 38\nNode types: {'pr_file': 6, 'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'thread_touches_file': 6, 'comment_chain_touches_file': 6, 'issue_chain_touches_file': 6, 'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'ui_or_frontend': 4, 'ambiguous_needs_more_evidence': 3, 'api_or_backend': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-f1dd5147dcff97c0", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394911, "scanner": "foundry_dataset", "fingerprint": "54b012ef6e9589f43e00f48fc55b92b8d1e8abae4cfe9b04c0a4fa70bd3508a0", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "ui_or_frontend": 2, "ui_workflow_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 26, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 2, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 19, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#145", "issue_number": "145", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-92e4cdfbe513f151", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"ui_or_frontend": 8}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#145\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#145\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#145\nRepo: SC0RED/Agency\nIssue/PR number: 145\nGraph consistency label: supported_by_verification_signal\nNodes: 19\nEdges: 26\nNode types: {'commit': 5, 'link_quality': 4, 'pr_file': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'thread_touches_file': 2, 'comment_chain_touches_file': 2, 'issue_chain_touches_file': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'ui_or_frontend': 2, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-ba6f0ba9e1c3383d", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394910, "scanner": "foundry_dataset", "fingerprint": "da1a4bffeedcb2735eebf200c45a42c5c75862578c55c52636349d1d3b09019e", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "api_or_backend": 4, "ui_or_frontend": 5, "partial blueprint fit": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 47, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 9, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 9, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 9, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 26, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 9, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#143", "issue_number": "143", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-1b882246cfecd15a", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"api_or_backend": 16, "ui_or_frontend": 20}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#143\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#143\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#143\nRepo: SC0RED/Agency\nIssue/PR number: 143\nGraph consistency label: supported_by_verification_signal\nNodes: 26\nEdges: 47\nNode types: {'pr_file': 9, 'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'thread_touches_file': 9, 'comment_chain_touches_file': 9, 'issue_chain_touches_file': 9, 'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'ui_or_frontend': 5, 'api_or_backend': 4, 'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-c0b99f63ea14203f", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394909, "scanner": "foundry_dataset", "fingerprint": "60c09f55a20224917667043f9eabc13a3f4af4cfd65f0bf8610fcf6fca81bfc0", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#142", "issue_number": "142", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-17da9a6fe01df204", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#142\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#142\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#142\nRepo: SC0RED/Agency\nIssue/PR number: 142\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-ff7f543eb1749717", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394908, "scanner": "foundry_dataset", "fingerprint": "bce9dac98a9916b7bba1b36c11b8c7831a809689345150cf99c3c7a8642ccceb", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"api_or_backend": 6, "docs_or_claims": 4, "ui_or_frontend": 14, "source_or_other": 1, "ui_workflow_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 2, "comment_has_related_commit_context": 2, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 8}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 95, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 1, "thread_touches_file": 25, "thread_has_pr_review": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 12, "thread_has_comment_chain": 2, "comment_chain_links_commit": 10, "comment_chain_touches_file": 24, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 47, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 25, "alignment": 2, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#141", "issue_number": "141", "quality_tiers": {"high_confidence": 4, "assumption_check": 2}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-ce1e1bae7c0f01ff", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"api_or_backend": 30, "docs_or_claims": 20, "ui_or_frontend": 70, "source_or_other": 5}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_high_confidence_link\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#141\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#141\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#141\nRepo: SC0RED/Agency\nIssue/PR number: 141\nGraph consistency label: supported_by_high_confidence_link\nNodes: 47\nEdges: 95\nNode types: {'pr_file': 25, 'link_quality': 6, 'commit': 5, 'comment_chain': 2, 'alignment': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_review': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'thread_touches_file': 25, 'comment_chain_touches_file': 24, 'issue_chain_touches_file': 12, 'comment_chain_links_commit': 10, 'chain_has_link_quality': 6, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_pr_review': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1}\nLabels: {'ui_or_frontend': 14, 'api_or_backend': 6, 'verification_or_tests': 5, 'docs_or_claims': 4, 'ambiguous_needs_more_evidence': 4, 'comment_has_related_commit_context': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'data_schema_persistence': 1, 'source_or_other': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8}\nQuality tiers: {'high_confidence': 4, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-b9df126b4419ff2c", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394907, "scanner": "foundry_dataset", "fingerprint": "c75f2ea9d771ab8adc8f1284c29dbe63397d0eb86e3ed97f2c5f7b0508bef4d6", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"feature": 1, "test_or_ci": 1, "api_or_backend": 1, "commit_general": 1, "ui_or_frontend": 2, "api_integration_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 32, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 4, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 4, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 4, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 21, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 4, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#140", "issue_number": "140", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-aa4e415458725be6", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"test_or_ci": 4, "api_or_backend": 4, "ui_or_frontend": 8}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_high_confidence_link\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#140\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#140\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#140\nRepo: SC0RED/Agency\nIssue/PR number: 140\nGraph consistency label: supported_by_high_confidence_link\nNodes: 21\nEdges: 32\nNode types: {'commit': 5, 'pr_file': 4, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'thread_touches_file': 4, 'comment_chain_touches_file': 4, 'chain_has_link_quality': 4, 'issue_chain_touches_file': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 3, 'ambiguous_needs_more_evidence': 3, 'ui_or_frontend': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'api_or_backend': 1, 'test_or_ci': 1, 'comment_has_related_commit_context': 1, 'commit_general': 1, 'feature': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-a6b709e3bd1e6197", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394906, "scanner": "foundry_dataset", "fingerprint": "6659f44ec243abe25a49f408e03f86ce78286cb2d2c5d786660a45a7d36a55a5", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#14", "issue_number": "14", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-a4b69685c5c548b8", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#14\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#14\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#14\nRepo: SC0RED/Agency\nIssue/PR number: 14\nGraph consistency label: weak_supervision_needs_review\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'security_auth_secret': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-952dfe30cde28de8", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394905, "scanner": "foundry_dataset", "fingerprint": "edd46d0c12c36c79b53ef4f9d1d131c678f50870ca7731c8a072b7829a2fe5da", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "ui_or_frontend": 2, "api_integration_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 26, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 2, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 19, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#139", "issue_number": "139", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-68d7d20d5049c07c", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"ui_or_frontend": 8}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#139\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#139\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#139\nRepo: SC0RED/Agency\nIssue/PR number: 139\nGraph consistency label: supported_by_verification_signal\nNodes: 19\nEdges: 26\nNode types: {'commit': 5, 'link_quality': 4, 'pr_file': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'thread_touches_file': 2, 'comment_chain_touches_file': 2, 'issue_chain_touches_file': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'ui_or_frontend': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-0f70e562a2f83707", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394904, "scanner": "foundry_dataset", "fingerprint": "584bfcb9282054702d94093af9f24efafb74c15c4a549bde96b9dd5ba1eaa24d", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"api_or_backend": 10, "docs_or_claims": 4, "ui_or_frontend": 11, "source_or_other": 1, "api_integration_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 70, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 26, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 12, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 12, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 43, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 26, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#137", "issue_number": "137", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-f50a7f7c93284160", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"api_or_backend": 40, "docs_or_claims": 16, "ui_or_frontend": 44, "source_or_other": 4}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_high_confidence_link\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#137\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#137\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#137\nRepo: SC0RED/Agency\nIssue/PR number: 137\nGraph consistency label: supported_by_high_confidence_link\nNodes: 43\nEdges: 70\nNode types: {'pr_file': 26, 'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'thread_touches_file': 26, 'comment_chain_touches_file': 12, 'issue_chain_touches_file': 12, 'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'ui_or_frontend': 11, 'api_or_backend': 10, 'verification_or_tests': 5, 'docs_or_claims': 4, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'source_or_other': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-ecf1c8d8ecfa542e", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394903, "scanner": "foundry_dataset", "fingerprint": "557f12d3b631fc04ad307cc7d19f707abe74c9bb23d379e23013eb8aa04c0117", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_or_ci": 1, "api_or_backend": 3, "commit_general": 1, "schema_or_data": 1, "ui_or_frontend": 2, "source_or_other": 1, "partial blueprint fit": 1, "positive_human_signal": 1, "verification_or_tests": 5, "data_schema_persistence": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 5, "blueprint_human_gap_alignment": 2, "comment_has_related_commit_context": 3, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 10}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 80, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 1, "thread_touches_file": 8, "thread_has_pr_review": 2, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 7, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 8, "thread_has_comment_chain": 3, "comment_chain_links_commit": 11, "comment_chain_touches_file": 24, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 34, "node_types": {"repo": 1, "commit": 6, "thread": 1, "comment": 1, "pr_file": 8, "alignment": 2, "pr_review": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#136", "issue_number": "136", "quality_tiers": {"high_confidence": 4, "assumption_check": 2, "weak_supervision": 1}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-bd68118e88069b62", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"test_or_ci": 6, "api_or_backend": 18, "schema_or_data": 6, "ui_or_frontend": 12, "source_or_other": 6}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_high_confidence_link\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#136\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#136\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#136\nRepo: SC0RED/Agency\nIssue/PR number: 136\nGraph consistency label: supported_by_high_confidence_link\nNodes: 34\nEdges: 80\nNode types: {'pr_file': 8, 'link_quality': 7, 'commit': 6, 'comment_chain': 3, 'pr_review': 2, 'alignment': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_touches_file': 24, 'comment_chain_links_commit': 11, 'thread_touches_file': 8, 'issue_chain_touches_file': 8, 'chain_has_link_quality': 7, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'thread_has_pr_review': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 5, 'api_or_backend': 3, 'comment_has_related_commit_context': 3, 'data_schema_persistence': 2, 'ui_or_frontend': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'issue_or_pull_request_thread': 1, 'positive_human_signal': 1, 'schema_or_data': 1, 'source_or_other': 1, 'test_or_ci': 1, 'commit_general': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 10}\nQuality tiers: {'high_confidence': 4, 'assumption_check': 2, 'weak_supervision': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-db4ebd7c571cf009", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394902, "scanner": "foundry_dataset", "fingerprint": "8b6d77234111f85a5b147af05b407aa64b98426142a2a9b13e2caae2b3a99188", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_or_ci": 1, "test_ci_gap": 1, "ui_or_frontend": 3, "partial blueprint fit": 1, "positive_human_signal": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 2, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 8}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 42, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 1, "thread_touches_file": 4, "thread_has_pr_review": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 4, "thread_has_comment_chain": 2, "comment_chain_links_commit": 6, "comment_chain_touches_file": 8, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 24, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 4, "alignment": 1, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#135", "issue_number": "135", "quality_tiers": {"high_confidence": 4, "assumption_check": 1}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-33c505040bdbf386", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"test_or_ci": 5, "ui_or_frontend": 15}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_high_confidence_link\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#135\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#135\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#135\nRepo: SC0RED/Agency\nIssue/PR number: 135\nGraph consistency label: supported_by_high_confidence_link\nNodes: 24\nEdges: 42\nNode types: {'commit': 5, 'link_quality': 5, 'pr_file': 4, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_review': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_touches_file': 8, 'comment_chain_links_commit': 6, 'chain_has_link_quality': 5, 'thread_touches_file': 4, 'issue_chain_touches_file': 4, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_pr_review': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 4, 'ui_or_frontend': 3, 'comment_has_related_commit_context': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'positive_human_signal': 1, 'test_or_ci': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8}\nQuality tiers: {'high_confidence': 4, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-137448cbece95fc1", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394901, "scanner": "foundry_dataset", "fingerprint": "cadbbfcbc3ce9451b99ad622d9aa9fe8d30478996e2c42d7516f990bbf120138", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "docs_or_claims": 2, "source_or_other": 8, "mock_placeholder": 1, "partial blueprint fit": 1, "positive_human_signal": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 5, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 3, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 10}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 82, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 1, "thread_touches_file": 10, "thread_has_pr_review": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 6, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 10, "thread_has_comment_chain": 3, "comment_chain_links_commit": 7, "comment_chain_touches_file": 30, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 33, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 10, "alignment": 1, "pr_review": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#134", "issue_number": "134", "quality_tiers": {"high_confidence": 5, "assumption_check": 1}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-83fb937130f84346", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"docs_or_claims": 12, "source_or_other": 48}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_high_confidence_link\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#134\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#134\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#134\nRepo: SC0RED/Agency\nIssue/PR number: 134\nGraph consistency label: supported_by_high_confidence_link\nNodes: 33\nEdges: 82\nNode types: {'pr_file': 10, 'link_quality': 6, 'commit': 5, 'comment_chain': 3, 'pr_review': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_touches_file': 30, 'thread_touches_file': 10, 'issue_chain_touches_file': 10, 'comment_chain_links_commit': 7, 'chain_has_link_quality': 6, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'thread_has_pr_review': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1}\nLabels: {'source_or_other': 8, 'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 5, 'comment_has_related_commit_context': 3, 'docs_or_claims': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'mock_placeholder': 1, 'positive_human_signal': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 10}\nQuality tiers: {'high_confidence': 5, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-189d4e425c26adc9", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394900, "scanner": "foundry_dataset", "fingerprint": "846ab7d25e017a52f2eb9be036818fde0f90fba32c932b68836ebc58bf834172", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#133", "issue_number": "133", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-dd205bfa7971112a", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_high_confidence_link\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#133\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#133\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#133\nRepo: SC0RED/Agency\nIssue/PR number: 133\nGraph consistency label: supported_by_high_confidence_link\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-1fee7d08d8fe367a", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394899, "scanner": "foundry_dataset", "fingerprint": "ad8c192833584dc024c95402f67d2f7aa82fe95d912375fb74689a98958acab9", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_or_ci": 3, "test_ci_gap": 1, "api_or_backend": 6, "commit_general": 1, "ui_or_frontend": 2, "api_integration_gap": 1, "partial blueprint fit": 1, "positive_human_signal": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 5, "blueprint_human_gap_alignment": 2, "comment_has_related_commit_context": 3, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 10}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 95, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 1, "thread_touches_file": 11, "thread_has_pr_review": 2, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 7, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 11, "thread_has_comment_chain": 3, "comment_chain_links_commit": 11, "comment_chain_touches_file": 33, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 37, "node_types": {"repo": 1, "commit": 6, "thread": 1, "comment": 1, "pr_file": 11, "alignment": 2, "pr_review": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#132", "issue_number": "132", "quality_tiers": {"high_confidence": 4, "assumption_check": 2, "weak_supervision": 1}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-289a5c77e530e8b0", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"test_or_ci": 18, "api_or_backend": 36, "ui_or_frontend": 12}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_high_confidence_link\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#132\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#132\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#132\nRepo: SC0RED/Agency\nIssue/PR number: 132\nGraph consistency label: supported_by_high_confidence_link\nNodes: 37\nEdges: 95\nNode types: {'pr_file': 11, 'link_quality': 7, 'commit': 6, 'comment_chain': 3, 'pr_review': 2, 'alignment': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_touches_file': 33, 'thread_touches_file': 11, 'comment_chain_links_commit': 11, 'issue_chain_touches_file': 11, 'chain_has_link_quality': 7, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'thread_has_pr_review': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1}\nLabels: {'api_or_backend': 6, 'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 5, 'test_or_ci': 3, 'comment_has_related_commit_context': 3, 'ui_or_frontend': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'api_integration_gap': 1, 'positive_human_signal': 1, 'commit_general': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 10}\nQuality tiers: {'high_confidence': 4, 'assumption_check': 2, 'weak_supervision': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-bf4cc6fde058fb8c", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394898, "scanner": "foundry_dataset", "fingerprint": "d4445bd5bb606e32dc8d0444ed697f69da70c70c6048078c80b7788a71f2ba99", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 3, "test_or_ci": 3, "api_or_backend": 5, "ui_or_frontend": 5, "api_integration_gap": 1, "dependency_or_build": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "positive_human_signal": 1, "verification_or_tests": 5, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 2, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 1, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 8, "claimed_resolved_with_verification_signal": 2}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 98, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 1, "thread_touches_file": 13, "comment_chain_has_ci": 1, "thread_has_pr_review": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 6, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 12, "thread_has_comment_chain": 3, "comment_chain_links_commit": 11, "comment_chain_touches_file": 36, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 41, "node_types": {"repo": 1, "commit": 9, "thread": 1, "comment": 1, "pr_file": 13, "alignment": 1, "pr_review": 2, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#131", "issue_number": "131", "quality_tiers": {"high_confidence": 5, "assumption_check": 1}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-f41df553fc2f3ab8", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"test_or_ci": 18, "api_or_backend": 30, "ui_or_frontend": 30}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#131\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#131\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#131\nRepo: SC0RED/Agency\nIssue/PR number: 131\nGraph consistency label: supported_by_verification_signal\nNodes: 41\nEdges: 98\nNode types: {'pr_file': 13, 'commit': 9, 'link_quality': 6, 'comment_chain': 3, 'pr_review': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_touches_file': 36, 'thread_touches_file': 13, 'issue_chain_touches_file': 12, 'comment_chain_links_commit': 11, 'chain_has_link_quality': 6, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'thread_has_pr_review': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1}\nLabels: {'api_or_backend': 5, 'ui_or_frontend': 5, 'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 4, 'test_or_ci': 3, 'bug_fix': 3, 'comment_has_related_commit_context': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'api_integration_gap': 1, 'positive_human_signal': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'dependency_or_build': 1, 'ci_pending_or_incomplete': 1, 'claimed_resolved_with_verification_signal': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8, 'claimed_resolved_with_verification_signal': 2}\nQuality tiers: {'high_confidence': 5, 'assumption_check': 1}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-97bfd3df6337630d", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394897, "scanner": "foundry_dataset", "fingerprint": "01e86a48d16b7f87d856391da53caef1ccb43fbb496c7709d8463fa64e8dd076", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"keys": ["verification_or_tests", "ambiguous_needs_more_evidence", "bug_fix", "thread_has_human_issue_and_fix_context", "blueprint_human_gap_alignment", "issue_or_pull_request_thread", "api_integration_gap", "human_feedback_general", "agent_instruction_gap", "ui_workflow_gap", "comment_has_related_commit_context", "unlinked_human_feedback", "human_reported_issue_then_fix_attempt", "generated_provenance", "claimed_resolved_unverified", "human_reported_issue_then_verified_fix_attempt", "claimed_resolved_with_verification_signal", "partial blueprint fit"], "count": 18, "_omitted": "large_dict"}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 2, "ambiguous_needs_more_evidence": 8, "claimed_resolved_with_verification_signal": 2}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 48, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 4, "thread_has_comment": 4, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 8, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 4, "comment_chain_links_commit": 14, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 4}, "node_count": 33, "node_types": {"repo": 1, "commit": 10, "thread": 1, "comment": 4, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 8, "comment_chain": 4, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#13", "issue_number": "13", "quality_tiers": {"unresolved": 1, "assumption_check": 2, "weak_supervision": 5}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-c60b0c1e5aeafe8a", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#13\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#13\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#13\nRepo: SC0RED/Agency\nIssue/PR number: 13\nGraph consistency label: supported_by_verification_signal\nNodes: 33\nEdges: 48\nNode types: {'commit': 10, 'link_quality': 8, 'comment': 4, 'comment_chain': 4, 'alignment': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 14, 'chain_has_link_quality': 8, 'thread_has_comment': 4, 'thread_has_comment_chain': 4, 'comment_has_chain': 4, 'issue_chain_has_comment_chain': 4, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 6, 'ambiguous_needs_more_evidence': 4, 'bug_fix': 3, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_feedback_general': 1, 'agent_instruction_gap': 1, 'ui_workflow_gap': 1, 'comment_has_related_commit_context': 1, 'unlinked_human_feedback': 1, 'human_reported_issue_then_fix_attempt': 1, 'generated_provenance': 1, 'claimed_resolved_unverified': 1, 'human_reported_issue_then_verified_fix_attempt': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8, 'claimed_resolved_unverified': 2, 'claimed_resolved_with_verification_signal': 2}\nQuality tiers: {'weak_supervision': 5, 'assumption_check': 2, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-aec446907733792e", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394896, "scanner": "foundry_dataset", "fingerprint": "36e9ded871c1fe136906289366bb5a1326a236924d4e1153772e057a2d126313", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "ui_or_frontend": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 23, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 18, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#129", "issue_number": "129", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-1309ea996c91a60e", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {"ui_or_frontend": 4}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#129\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#129\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#129\nRepo: SC0RED/Agency\nIssue/PR number: 129\nGraph consistency label: weak_supervision_needs_review\nNodes: 18\nEdges: 23\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_file': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_touches_file': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_touches_file': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'issue_chain_touches_file': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'ui_or_frontend': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-572624a1192d0850", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394895, "scanner": "foundry_dataset", "fingerprint": "da96d12975a0d3e4b216470b5cb7f6091f1638eecc73035261b9a67ebd0847a6", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#125", "issue_number": "125", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-94ed2d994f28fdcb", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_high_confidence_link\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#125\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#125\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#125\nRepo: SC0RED/Agency\nIssue/PR number: 125\nGraph consistency label: supported_by_high_confidence_link\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-c4454c7c3474e8b4", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394894, "scanner": "foundry_dataset", "fingerprint": "4dcdfee94789edeafb88dff84d489340ac9a861d99f8befbe15b45ab6455a4dc", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"api_integration_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#124", "issue_number": "124", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-512aace49fc92ee3", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_high_confidence_link\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#124\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#124\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#124\nRepo: SC0RED/Agency\nIssue/PR number: 124\nGraph consistency label: supported_by_high_confidence_link\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-8c80953f7c3f4334", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394893, "scanner": "foundry_dataset", "fingerprint": "ebb9892bda71b4b4e033a0be53756bae7c65e54e073173e1a6bd1b2c25f9f074", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 5, "test_ci_gap": 1, "security_auth_secret": 1, "agent_instruction_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "claimed_resolved_unverified": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 1, "human_reported_issue_no_linked_fix": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 2, "not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 35, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 6, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 27, "node_types": {"repo": 1, "commit": 9, "thread": 1, "comment": 3, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#12", "issue_number": "12", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 4}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-52a3ad377472951a", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#12\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#12\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#12\nRepo: SC0RED/Agency\nIssue/PR number: 12\nGraph consistency label: supported_by_verification_signal\nNodes: 27\nEdges: 35\nNode types: {'commit': 9, 'link_quality': 6, 'comment': 3, 'comment_chain': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 6, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'bug_fix': 5, 'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'security_auth_secret': 1, 'agent_instruction_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'human_reported_issue_then_fix_attempt': 1, 'claimed_resolved_unverified': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'not_resolved_or_not_observed': 2, 'claimed_resolved_unverified': 2}\nQuality tiers: {'weak_supervision': 4, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-4039c43f401f5653", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394892, "scanner": "foundry_dataset", "fingerprint": "548b55ea4c6303769c043c9fc873b48b3a724c459bcbe6ef5a93376896876021", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"api_integration_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#117", "issue_number": "117", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-a3f7435e1681603d", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_high_confidence_link\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#117\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#117\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#117\nRepo: SC0RED/Agency\nIssue/PR number: 117\nGraph consistency label: supported_by_high_confidence_link\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-8e0b685971c92d37", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394891, "scanner": "foundry_dataset", "fingerprint": "359490ccf1abed2c207e4e01d7c0787e86dcd7cba168b9e39627888373487e20", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"api_integration_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#116", "issue_number": "116", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-66c45e7af93f0a8a", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_high_confidence_link\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#116\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#116\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#116\nRepo: SC0RED/Agency\nIssue/PR number: 116\nGraph consistency label: supported_by_high_confidence_link\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-d2d009f1c44fe135", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394890, "scanner": "foundry_dataset", "fingerprint": "995d1679f585b578e65f130a8c16fc6565608a8f32c6204eaa93aa8dfa2e05b9", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"api_integration_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#114", "issue_number": "114", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-238a1bd1ed0bb525", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_high_confidence_link\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#114\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#114\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#114\nRepo: SC0RED/Agency\nIssue/PR number: 114\nGraph consistency label: supported_by_high_confidence_link\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-541f082d9f30ed60", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394889, "scanner": "foundry_dataset", "fingerprint": "8a2e685b216b7f726446dca9c727eee95d984044e4cf44ad60796337a73e5bb2", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#113", "issue_number": "113", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-07baf1e59f98a7a3", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_high_confidence_link\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#113\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#113\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#113\nRepo: SC0RED/Agency\nIssue/PR number: 113\nGraph consistency label: supported_by_high_confidence_link\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-ebdd350506595acb", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394888, "scanner": "foundry_dataset", "fingerprint": "cc181b1acc2b1e7026f5768c55972fbace338a9f467731b21c5a287656513372", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#112", "issue_number": "112", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-447c6d4a8a8a368b", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_high_confidence_link\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#112\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#112\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#112\nRepo: SC0RED/Agency\nIssue/PR number: 112\nGraph consistency label: supported_by_high_confidence_link\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-350045f69c54978c", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394887, "scanner": "foundry_dataset", "fingerprint": "f224cf5934cac5be158cc4ff3cdfd83aa25258cf8e295ed3737f3866a7473133", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 6, "test_ci_gap": 1, "api_integration_gap": 2, "generated_provenance": 2, "security_auth_secret": 2, "agent_instruction_gap": 2, "partial blueprint fit": 1, "verification_or_tests": 8, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 3, "human_reported_issue_no_linked_fix": 1, "human_reported_issue_then_fix_attempt": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 5, "human_reported_issue_then_verified_fix_attempt": 3}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 6, "not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 10}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 82, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 7, "thread_has_comment": 7, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 12, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 7, "comment_chain_links_commit": 29, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 7}, "node_count": 50, "node_types": {"repo": 1, "commit": 16, "thread": 1, "comment": 7, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 12, "comment_chain": 7, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#11", "issue_number": "11", "quality_tiers": {"unresolved": 1, "assumption_check": 3, "weak_supervision": 8}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-34f19827213481ea", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#11\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#11\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#11\nRepo: SC0RED/Agency\nIssue/PR number: 11\nGraph consistency label: supported_by_verification_signal\nNodes: 50\nEdges: 82\nNode types: {'commit': 16, 'link_quality': 12, 'comment': 7, 'comment_chain': 7, 'alignment': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 29, 'chain_has_link_quality': 12, 'thread_has_comment': 7, 'thread_has_comment_chain': 7, 'comment_has_chain': 7, 'issue_chain_has_comment_chain': 7, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 8, 'bug_fix': 6, 'claimed_resolved_with_verification_signal': 5, 'human_reported_issue_then_verified_fix_attempt': 3, 'human_reported_issue_then_fix_attempt': 3, 'claimed_resolved_unverified': 3, 'blueprint_human_gap_alignment': 3, 'security_auth_secret': 2, 'api_integration_gap': 2, 'agent_instruction_gap': 2, 'generated_provenance': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 10, 'claimed_resolved_unverified': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 8, 'assumption_check': 3, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-0d540eef2548698f", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394886, "scanner": "foundry_dataset", "fingerprint": "edada999b64303033f8806683a31be46f999c01c34eaad07cd2b315fdfd216bf", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "api_integration_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#107", "issue_number": "107", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-0a7a0cbae0cf193b", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#107\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#107\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#107\nRepo: SC0RED/Agency\nIssue/PR number: 107\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-766fcfc4f05375f4", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394885, "scanner": "foundry_dataset", "fingerprint": "707d8c25b2baebc0a4944f3cf7181d1a58e10e3fb9206b5e04f13c518971c37c", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "commit_general": 1, "partial blueprint fit": 1, "verification_or_tests": 3, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#106", "issue_number": "106", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-01a57c21219074e9", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#106\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#106\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#106\nRepo: SC0RED/Agency\nIssue/PR number: 106\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'commit_general': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-556b24ed2ea3e8d7", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394884, "scanner": "foundry_dataset", "fingerprint": "d81a95ceccd7bb3af68f804170a3dde02455b256694aac054bc091787ab82fac", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "ui_workflow_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#105", "issue_number": "105", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-010c8ba242bc021c", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#105\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#105\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#105\nRepo: SC0RED/Agency\nIssue/PR number: 105\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-f690af6397c96bff", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394883, "scanner": "foundry_dataset", "fingerprint": "eeea0f83136c27688332dad428b2effd0525b58be9788e71009c78e64055c1ea", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"commit_general": 1, "ui_workflow_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#104", "issue_number": "104", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-25ec2d35830ca17e", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_high_confidence_link\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#104\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#104\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#104\nRepo: SC0RED/Agency\nIssue/PR number: 104\nGraph consistency label: supported_by_high_confidence_link\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'comment_has_related_commit_context': 1, 'commit_general': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-b317dd07a71ec993", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394882, "scanner": "foundry_dataset", "fingerprint": "8150ba8143344ab434ce1fa0a4ce5db6ad79967643b0f7e55800bccfd0153985", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#103", "issue_number": "103", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-1f34a6edb9e6fbd3", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#103\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#103\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#103\nRepo: SC0RED/Agency\nIssue/PR number: 103\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-ea8ec5eae735ed57", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: SC0RED/Agency"}, "properties": {"repobilityId": 394881, "scanner": "foundry_dataset", "fingerprint": "2c9e841969a6634135141a50752b2838ad487d4bf7b5aefcf9e60bf4c184e859", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"api_integration_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#1", "issue_number": "1", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-c0c1b8178ee28148", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#1\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#1\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#1\nRepo: SC0RED/Agency\nIssue/PR number: 1\nGraph consistency label: weak_supervision_needs_review\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-1eed65e1372447af", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374134, "scanner": "foundry_dataset", "fingerprint": "cb122e7f5d39f71d5f0cfdb4356ea0f18f8e5c37a01067b3d96dc6e5aa5e9a78", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#97", "human_labels": ["security_auth_secret"], "issue_number": "97", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "SC0RED/Agency", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-085149ef1d07c8c9", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 1, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#97\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#97\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 0\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-96f0246f8185efd7\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/97\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/97\\nTitle: feat(SPE-2178): graph renders knowledge kinds only, runtime state behind a toggle\\nBody:\\nThe entity graph rendered every `entities` row, producing a misleading halo of disconnected dots \u2014 most of which are operational runtime state (conversation cursors, calendar-sync tokens) addressed by a deterministic `flow:key` and **edge-less by design**. Rendering them as graph nodes is a category error, not a data problem.\\n\\n## Backend (`entity_graph.rs`)\\n- A `KNOWLEDGE_KINDS` allowlist: `client, contact, team_member, location, memory, interaction`. Every node and kinds-rollup entry now carries a `runtime` flag (`true` = outside the allowlist).\\n- **The rule for future kinds:** anything outside the allowlist is runtime; an *unknown* kind (neither known-knowledge nor known-runtime: `conversation`, `calendar_sync_state`) defaults to runtime **and is logged once** (`warn_unknown_kinds` \u2192 `tracing::warn!`), so a new kind is classified deliberately rather than silently joining the render.\\n\\n## Renderer (`graph.html`)\\n- `nodeVisible\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-217d40a49bb6eeb4\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: SC0RED/Agency\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 6, \"artifact_supports_design_schema_api\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_co\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-573fe19eb682277f", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374133, "scanner": "foundry_dataset", "fingerprint": "38e960b7da8bbf1d1c4539df5b44c47bd506a991af6e1eb51331a73aace8465d", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#95", "human_labels": ["api_integration_gap"], "issue_number": "95", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "SC0RED/Agency", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-8021d54b814fbd58", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#95\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#95\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'api_integration_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-a8f819c80fb6b574\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/95\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/95\\nTitle: fix(SPE-2184): pre-run tools receive AGENCY_AGENT_ID like the MCP bridge path\\nBody:\\nSecond live catch of the required-preRun semantics during tonight's integration testing: `spawn_python` exported only PYTHONPATH, so tools that default `agent_id` from calling identity (`scheduled_tasks.list`) raised RuntimeError on the pre-run path \u2014 silently nulled under the old regime for as long as request-diagnosis-codes has existed, which is why its reminder bookkeeping lay dormant. PreRun now exports `AGENCY_AGENT_ID` exactly like the LLM-side bridge.\\n\\n693+ tests green locally incl. DB suites.\\n\\n\ud83e\udd16 Generated with [Claude Code](https://claude.com/claude-code)\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-d5721e4acd8915c9\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: SC0RED/Agency\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 6, \"artifact_supports_design_schema_api\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 1, \"designs\": 1, \"docs\": 5, \"generated_claims\": 1}\nHelicopter views: {\"schemas\": 2}\nBundle labels: {\"source_backed_fake_real_verification_bundle\": 1}\nCo-occurrence labels: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-22b0090251932f42", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374132, "scanner": "foundry_dataset", "fingerprint": "a928ff71b24e1871011462c9de6e5f8e32728517141f9f3a799ef6772fe31960", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#83", "human_labels": ["security_auth_secret"], "issue_number": "83", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "SC0RED/Agency", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-fa9d2738134fa087", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 1, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#83\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#83\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 0\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-7c2617ea9ee6ed36\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/83\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/83\\nTitle: feat(SPE-2168): force-directed entity-graph view on the dashboard\\nBody:\\n## What\\n\\nAn Obsidian-style force-directed visualization of an agent's entity store, reachable from a **`graph`** link in the dashboard header.\\n\\nThe data was already the right shape: `entities(id, kind, name)` \u2192 nodes, `relations(from_id, type, to_id)` \u2192 edges. So this is a pure **read-only projection** \u2014 no migration, no schema change, and **nothing touches routing / runner / tool-selection**.\\n\\n## Backend\\n- `GET /api/dashboard/entity-graph` \u2014 reads `entities`/`relations` over the dashboard's existing Postgres pool, scoped by `agent_id` (defaults to the dashboard's own agent; `?agent=` override). Returns `{agent, nodes, edges, kinds}`, where `kinds` is a most-common-first count rollup for the legend's colour assignment. Node cap (default 5000) guards against a pathological payload; orphan edges are dropped client-side.\\n\\n## Frontend (`/dashboard/graph`)\\n- Canvas force simulation, **zero external dependencies** \u2014 no CDN, no build step (fits the \"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-6310b6b90a5e39a5\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: SC0RED/Agency\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 6, \"artifact_supports_design_schema_api\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_use\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-868d4b64a1d6d322", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374131, "scanner": "foundry_dataset", "fingerprint": "28d527d5dd30dc8b5e88136b36a27c53cd1db389625fc73fb5d8ffca067e661d", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#82", "human_labels": ["security_auth_secret"], "issue_number": "82", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "SC0RED/Agency", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-0e080690ad51a0eb", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#82\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#82\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-ae17801c8ba9ab08\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/82\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/82\\nTitle: chore(SPE-2157): trim cache panel caption to a hover tooltip\\nBody:\\n## What\\n\\nThe per-route prompt-cache panel (#80) was the only thing on the dashboard with a multi-line prose caption \u2014 every other panel is just a terse heading + column headers. Per operator feedback (\\\"the only thing in this dashboard with a super long explanation nobody can understand\\\"), this replaces the inline paragraph with a small `\u24d8` hover affordance on the heading.\\n\\nThe `read:write` definition and the \\\"CLI-set baseline, not the ceiling\\\" caveat now live in the tooltip, so the detail is one hover away without cluttering the panel.\\n\\n## Before / after\\n\\nBefore \u2014 full paragraph rendered under the heading:\\n> read:write = cache_read \u00f7 cache_creation summed over the window \u00b7 trend = read:write per time-bucket. Reflects the cache TTL & breakpoints the Claude CLI sets today \u2014 a baseline, not the ceiling achievable by setting cache_control on the API directly.\\n\\nAfter \u2014 heading + `\u24d8`; same text on hover.\\n\\n## Notes\\n\\n- HTML-only; no behavior change.\\n- The\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-8ac2d32c884c3535\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: SC0RED/Agency\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 6, \"artifact_supports_design_schema_api\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_prof\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-14e646825b075bc9", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374130, "scanner": "foundry_dataset", "fingerprint": "c1f04d9ab939239d286ad4a38072fffb936cdc3cd63a49c8b660f33ea2083dd4", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#80", "human_labels": ["security_auth_secret"], "issue_number": "80", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "SC0RED/Agency", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-320ad9d7bcc59997", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#80\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#80\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-c63d5e9ea4d5f67c\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/80\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/80\\nTitle: feat(SPE-2157): per-route prompt-cache panel on the dashboard\\nBody:\\n## What\\n\\nAdds a **per-route prompt-cache panel** to the Agency dashboard so an operator can see, per routing rule, how well Claude's prompt cache is working: cache writes vs reads vs fresh input, with a WARM/COLD/OFF verdict. Pure observability \u2014 **no routing, runner, or tool-selection behavior changes.**\\n\\n## Key finding: capture already exists\\n\\nThe two cache fields are *already* parsed and persisted. `RunUsage` (`runners/stream_metrics.rs`) parses `cache_read_input_tokens` / `cache_creation_input_tokens`, and `runners/claude_cli.rs` already stamps them on the `job.run_completed` event payload as `tokens_cache_read` / `tokens_cache_write` (landing in `events.payload` JSONB, keyed by the `route_id` / `correlation_id` columns).\\n\\nSo this is **dashboard-only**: **no migration, no runner change.** The metrics live in JSONB, not columns.\\n\\n## Surface\\n\\nNew read-only `GET /api/dashboard/cache-stats` aggregates `job.run_completed` by `(route_id, agent_id)`\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-83ea3aa4cfaec686\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: SC0RED/Agency\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 6, \"artifact_supports_design_schema_api\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-57a8aed1ae812213", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374129, "scanner": "foundry_dataset", "fingerprint": "9516b076d0e6c3fa88cc06042da293ca176976cfaba30f8a5364e6e7498ac05b", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#8", "human_labels": ["security_auth_secret"], "issue_number": "8", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "SC0RED/Agency", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-1f3d1704724e892d", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 3, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#8\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#8\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 2\nLinked commit count: 3\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'security_auth_secret': 2}\nPolarities: {'bad': 2}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-e64dd5c0cb58727b\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/8#issuecomment-4527664463\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_comment\\nRepo: SC0RED/Agency\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/8#issuecomment-4527664463\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\n<!-- This is an auto-generated comment: failure by coderabbit.ai -->\\n\\n> [!CAUTION]\\n> ## Review failed\\n> \\n> Pull request was closed or merged during review\\n\\n<!-- end of auto-generated comment: failure by coderabbit.ai -->\\n\\n<!-- walkthrough_start -->\\n\\n<details>\\n<summary>\ud83d\udcdd Walkthrough</summary>\\n\\n## Walkthrough\\n\\nThis PR rewrites the `tool-forging` capability specification across proposal, spec, and tasks documentation. The 5-requirement model is consolidated to 3 higher-level requirements: operator-initiated Builder-decomposed capability building, human-reviewed PR delivery for all Builder outputs, and event-driven dependency ordering via `ToolDeployed` event activation. Detailed guardrails around tool security checks and bot merge policies are removed or condensed into the higher-level requirements.\\n\\n## Changes\\n\\n**Tool-Forging Capability Specification Rewrite**\\n\\n| Layer / File(s) | Summary |\\n|---|---|\\n| **Propos\"\n  },\n  {\n    \"id\": \"github-feedback-comment-3417c2c43fbda283\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/8#issuecomment-4527669136\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_comment\\nRepo: SC0RED/Agency\\nAuthor: sonarqubecloud[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/8#issuecomment-4527669136\\nTitle: \\nBody:\\n## [![Quality Gate Passed](https://sonarsource.github.io/sonarcloud-github-static-resources/v2/checks/QualityGateBadge/qg-passed-20px.png 'Quality Gate Passed')](https://sonarcloud.io/dashboard?id=Sc0red_Agency&pullRequest=8) **Quality Gate passed\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-f7ff0d7747b9b737", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374128, "scanner": "foundry_dataset", "fingerprint": "29d96e06044bd3af915eaf4d349ce531af6f8efb56210835d77343913e4b08df", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#78", "human_labels": ["security_auth_secret"], "issue_number": "78", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "SC0RED/Agency", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-cf7e0c982533cf61", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#78\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#78\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-c9ccd79329a22281\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/78\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/78\\nTitle: feat(SPE-2171): stream Claude CLI tool_use events into audit log with route correlation_id\\nBody:\\n## Summary\\n\\nStream the Claude CLI's `tool_use` events into the same NDJSON `audit.log` the Python MCP server already writes to, joined on a per-run `correlation_id` minted at the runner level. Closes the opacity root cause named by the morning synthesis (root cause 3: audit log does not capture Claude CLI tool calls).\\n\\n- New shared writer `runtime::audit::{emit_audit, AuditRecord, AuditSink}` replaces the inlined emit in `runtime::prerun`. Adds redaction (token prefixes + Bearer headers) + 16 KB per-leaf truncation. preRun rows + the new LLM rows + the existing MCP rows now share one shape.\\n- New `runners::stream_audit::tool_calls_from_stream_json` pairs `assistant.tool_use` blocks with `user.tool_result` blocks by `tool_use_id`. `mcp__*` tools filter out to avoid double-counting against the Python MCP server's own audit.\\n- `claude_cli::ClaudeCliRunner` now mints `correlation_id = \\\"<route_id>-<nanos>\\\"` once per run, s\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-37d6115264bad194\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: SC0RED/Agency\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 6, \"artifact_supports_design_schema_api\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArt\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-58468567f0fb9349", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374127, "scanner": "foundry_dataset", "fingerprint": "d9385d91fb740b254e70976ea86878fc3a9016a4039592a392e5b48cf562c195", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#74", "human_labels": ["runtime_failure"], "issue_number": "74", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "SC0RED/Agency", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-d52e3d2a4fbe8bae", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#74\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#74\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'runtime_failure': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-f6dbeed980f7ea44\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"runtime_failure\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/74\",\n    \"text\": \"GitHub feedback: runtime_failure\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/74\\nTitle: fix(dashboard): make active agent-filter unmistakable\\nBody:\\n## Summary\\n- Clicking an agent card silently filters the route-stats and run-feed panels. The prior treatment (1px accent border + small grey label) was easy to miss \u2014 operators ended up staring at a truncated view (\\\"no email triage in six hours?\\\") and assumed the system was broken.\\n- Selected card now: thicker accent border, tinted background, \\\"\u25cf FILTERING \u00b7 click to clear\\\" badge.\\n- Non-selected cards: dimmed to ~0.42 opacity while a filter is on (re-brighten on hover so they stay clickable).\\n- Header pill: accent-coloured with an explicit \u2715 glyph, click-to-clear.\\n- New `active_filter_state_has_unambiguous_visual_affordances` test pins the three affordances against future regressions.\\n\\nNo behaviour change to the data path.\\n\\n## Test plan\\n- [x] `cargo test --lib dashboard::html` \u2014 3/3 pass\\n- [x] `cargo clippy --lib` \u2014 clean\\n- [ ] Visual check after deploy: select an agent \u2192 confirm card glows + badge appears + other cards dim + header pill is clearly clickable\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-5e6d53ad9630e084\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: SC0RED/Agency\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 6, \"artifact_supports_design_schema_api\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nA\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-e91e49ed0bf51160", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374126, "scanner": "foundry_dataset", "fingerprint": "13b279b6e428a132cee7fac279414de608e1062cd017356af48ae370e254bd19", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#73", "human_labels": ["security_auth_secret"], "issue_number": "73", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.662, "repo_full_name": "SC0RED/Agency", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-4e77b325461a56d1", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 4, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#73\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#73\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 4\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-122321fa5987ad09\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/73\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/73\\nTitle: fix(prerun): preserve native types when an arg is a pure {{ expr }}\\nBody:\\nDetect pure single-expression string args (matches strip_template_braces shape) and evaluate via the same expression pipeline forEach uses, returning native Value instead of Display-stringifying via template::render. Plain text and interpolation strings unchanged.\\n\\nRequired by the scan-eval-calendar sync-token rewrite. Also retroactively unblocks stop_if_all_promotional, which has been silently never-short-circuiting since deploy because it received Display-stringified args.\\n\\n9 new render_value_* tests; full prerun module test suite (67 tests) green.\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n## Summary by CodeRabbit\\n\\n* **New Features**\\n  * Pre-run tool arguments now evaluate pure Jinja/MiniJinja expressions as native JSON types (arrays, objects, numbers, booleans) instead of strings\\n  * Added support for expression filters and pipelines in tool arguments\\n  * Tool arguments can now read workspace-level share\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-ec6171b748df02db\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: SC0RED/Agency\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 6, \"artifact_supports_design_schema_api\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-fa5c23f6b76ce2ca", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374125, "scanner": "foundry_dataset", "fingerprint": "37ff5882337075395528f6eedffc6de2776a2d55024cefa2290b5f5876019944", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#70", "human_labels": ["agent_instruction_gap"], "issue_number": "70", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.592, "repo_full_name": "SC0RED/Agency", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-59a38e4acb6c2044", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 1, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#70\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#70\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 1\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-7cbf4d4883497cba\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/70\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/70\\nTitle: refactor(mcp): decompose _emit_tool_error_event under the 50-line cap\\nBody:\\nAudit finding: 78 lines, over the 50-line function cap. Split into _emit_eligibility_check + _build_event_body + _post_event_or_disable so each phase owns one responsibility. _emit_tool_error_event now reads as straight orchestration (33 lines).\\n\\n8/8 existing tests pass \u2014 public signature + behavior unchanged.\\n\\n\ud83e\udd16 Generated with [Claude Code](https://claude.com/claude-code)\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n* **Refactor**\\n  * Internal code structure improvements to enhance maintainability.\\n\\n<!-- end of auto-generated comment: release notes by coderabbit.ai -->\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-9fb5f340edd3c0b5\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: SC0RED/Agency\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 6, \"artifact_supports_design_schema_api\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 1, \"designs\": 1, \"docs\": 5, \"generated_claims\": 1}\nHelicopter views: {\"schemas\": 2}\nBundle labels: {\"source_backed_fake_real_verification_bundle\": 1}\nCo-occurrence labels: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-f0c4e5496047973a", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374124, "scanner": "foundry_dataset", "fingerprint": "9729c0a8d577069a893d60c997447b6d6c81354743e532d41e9054565b62d010", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#69", "human_labels": ["agent_instruction_gap"], "issue_number": "69", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.627, "repo_full_name": "SC0RED/Agency", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-f9edfc96c5f614d3", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#69\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#69\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-a08576b6af65aa6d\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/69\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/69\\nTitle: fix(exception_handler): drop defensive Option fallthrough on Normalizer init\\nBody:\\nAudit pass finding: the Normalizer in events/exception_handler.rs was wrapped in LazyLock<Option<Normalizer>> with a fall-through to \\\"return input unchanged\\\" if init failed. Pure defensive code \u2014 the regexes are compile-time constants tested by the suite. The fall-through existed only to dodge clippy bans on .unwrap()/.expect().\\n\\nReplace with LazyLock<Normalizer> using std::process::abort() on the impossible-failure path (the accepted unrecoverable-bug exit, not a panic). A future regex change that breaks compilation now surfaces immediately rather than silently as degraded dedup.\\n\\n17 tests pass; fmt + clippy clean.\\n\\n\ud83e\udd16 Generated with [Claude Code](https://claude.com/claude-code)\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n* **Bug Fixes**\\n  * Improved error handling in summary normalization to ensure system stability by failing safely during initialization rather than silen\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-514cd9fb596978d3\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: SC0RED/Agency\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 6, \"artifact_supports_design_schema_api\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\":\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-d50aa641ea001a58", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374123, "scanner": "foundry_dataset", "fingerprint": "9ad16d46c59ef524bfc2340a57304246da878bfbbf21e72651e8e154e1ed45c5", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#60", "human_labels": ["api_integration_gap"], "issue_number": "60", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "SC0RED/Agency", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-4ba7924931220098", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#60\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#60\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'api_integration_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-e11cf5543327ecf4\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/60\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/60\\nTitle: SPE-2161: add `flatten` minijinja filter for list-of-lists\\nBody:\\n## Why\\n\\nPR #59 (SPE-2159) exposed `shared/*.json` so a route can iterate the roster in a preRun `forEach`. The winston-agency follow-up (SPE-2160, PR #3 of this sequence) fans out `calendar_list_events` across the roster, then needs to iterate **every event** across **every clinician** for the `pendingMarkers` lookup. That's a sequence-of-sequences flatten \u2014 the standard Jinja2 idiom is `my_groups | map(attribute='items') | sum(start=[])`, but minijinja's `sum` is numeric-only and rejects `start=[]`. No flatten primitive exists in minijinja either.\\n\\nWithout this, SPE-2160 can't ship cleanly.\\n\\n## What\\n\\n- Central `template::build_environment()` factory pre-registers Agency-specific filters; the template renderer and the preRun forEach evaluator now go through it\\n- New `flatten` filter: concatenates a sequence-of-sequences into one sequence. Items that aren't sequences pass through unchanged (mirrors `itertools.chain` on heterogeneous input)\\n- Tests cov\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-60c7f4bb4bde8f0e\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: SC0RED/Agency\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 6, \"artifact_supports_design_schema_api\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-3266b6c7d780e194", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374122, "scanner": "foundry_dataset", "fingerprint": "a7eb96d5f3c0ea8251b6af911c6ae9192f1645faac37f18719263f69a9c367e5", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#57", "human_labels": ["security_auth_secret"], "issue_number": "57", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "SC0RED/Agency", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-a1a3e9a0b16dcc16", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#57\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#57\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-301c4e915e756119\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/57\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/57\\nTitle: feat(SPE-2157): control-tower dashboard \u2014 runs as primary unit, tokens, live status\\nBody:\\n## Summary\\n\\nRewires the dashboard around the **run** as the primary unit of display. The old layout dumped event rows (3 rows per run, status pill empty on 2 of 3, job_id empty on most, duration always blank) and made operators reconstruct runs by eye. New layout is a control tower for diagnose/optimize/debug/see-who's-active.\\n\\n## Backend foundation\\n\\n- **`job_id` plumbing** (`src/queue/worker.rs`) \u2014 inject the Redis stream id as \\\\`jobId\\\\` in the context envelope. Closes the gap where \\\\`job.run_started\\\\` / \\\\`job.run_completed\\\\` had empty \\\\`job_id\\\\`. All three lifecycle events for a run now share one id, which the dashboard joins on.\\n- **Token + cost capture** (`src/runners/stream_metrics.rs`, new module) \u2014 parses the Claude CLI's terminal \\\\`result\\\\` event in stream-json stdout for \\\\`usage.input_tokens\\\\` / \\\\`output_tokens\\\\` / cache tokens and \\\\`total_cost_usd\\\\`. 5 unit tests.\\n- **Threaded through the runner** \u2014 \\\\`CommandOutcom\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-e4a04a8f6ecfc9e7\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: SC0RED/Agency\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 6, \"artifact_supports_design_schema_api\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-ebd8a141bc35c9b2", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374121, "scanner": "foundry_dataset", "fingerprint": "afc718612c822ad2c0f74428020086c10edbfb54249ad5db6607ac264e305580", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#54", "human_labels": ["security_auth_secret"], "issue_number": "54", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "SC0RED/Agency", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-5c6d1a15c628a0d1", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#54\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#54\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-9e8613a3300e689f\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/54\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/54\\nTitle: feat(SPE-2156): persist rendered prompt + error tail; dashboard drill-in\\nBody:\\n## Summary\\n\\nPer-run sidecar artifacts. The runner gzips the fully parameterized prompt into `<audit_dir>/prompts/<id>.txt.gz` and (on non-Ok runs) the stderr + last 16 KB of stdout into `errors/<id>.txt.gz`. Filenames are stamped onto the existing `job.run_started` / `job.run_completed` event payloads as `prompt_artifact` / `error_artifact`; the dashboard error panel now shows clickable links that open a side modal with the decompressed text.\\n\\nCloses the drill-in gap surfaced 2026-06-05 \u2014 operators chasing a bad run no longer have to reconstruct the prompt from templates + context by hand.\\n\\n## Pieces\\n\\n- **`runtime::artifacts`** \u2014 new module. gzip write/read, sanitize, sweep, best-effort `record()` helper that warns on filesystem error and returns `None` so a run never aborts because of an artifact failure.\\n- **Claude runner** \u2014 `emit_run_started` + `emit_run_completed` take artifact filenames; `run_with_observability` wraps `run_core` \"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-20dd4d9695fc4bdd\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: SC0RED/Agency\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 6, \"artifact_supports_design_schema_api\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nAr\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-e327f6d38d2b5221", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374120, "scanner": "foundry_dataset", "fingerprint": "3e8f3c6e3633efc718189ff585afb2ca9431d8b71b8bd813162a43ca6a38dcca", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#53", "human_labels": ["security_auth_secret"], "issue_number": "53", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "SC0RED/Agency", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-9cf542549dad2232", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#53\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#53\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-5f966d725b6bf6b5\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/53\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/53\\nTitle: feat(SPE-2155): dashboard investigation features \u2014 all 12 (Tier 1 + 2 + 3)\\nBody:\\n## Summary\\n\\nCloses the SPE-2155 brainstorm \u2014 all 12 improvements proposed for the operator dashboard. Three tiers, one branch.\\n\\n### Tier 1 \u2014 frontend-only quick wins\\n- **#1** Group events by `correlation_id` so a multi-step run renders as one expandable row, not five interleaved ones\\n- **#2** Show per-run duration (paired `job.run_started`/`job.run_completed`)\\n- **#3** Time-window toggle (1h / 6h / 24h / 7d) \u2014 every endpoint scopes by it\\n- **#4** Status pills (ok / error / timeout / quota / neutral) replace bare text\\n- **#5** Click an agent card to filter every panel to just that agent\\n- **#9** `quota_paused` rendered in yellow (was hidden under \\\"other\\\")\\n\\n### Tier 2 \u2014 backend additions\\n- **#7** Search bar (`?q=\u2026`) across `route_id` / `job_id` / `correlation_id` / payload JSONB on `/events`, `/errors`, `/route-stats`\\n- **#10** `/api/dashboard/in-flight` \u2014 dedicated panel for runs that started but haven't finished, with elapsed time\\n- \"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-67f38a6c8ce8bf68\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: SC0RED/Agency\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 6, \"artifact_supports_design_schema_api\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-f98ba9623096c901", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374119, "scanner": "foundry_dataset", "fingerprint": "2293b5239968e9d47ba44f03b1cf2d8d5368f9f0a67f54562586b3ff4da62db4", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#50", "human_labels": ["data_schema_persistence", "security_auth_secret"], "issue_number": "50", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "SC0RED/Agency", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-f277a5bf25f190f7", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#50\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#50\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 2\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'data_schema_persistence': 1, 'security_auth_secret': 1}\nPolarities: {'bad': 2}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-85d4aff059dc9243\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"data_schema_persistence\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/50#issuecomment-4617415991\",\n    \"text\": \"GitHub feedback: data_schema_persistence\\nPolarity: bad\\nKind: issue_comment\\nRepo: SC0RED/Agency\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/50#issuecomment-4617415991\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\n<!-- review_stack_entry_start -->\\n\\n[![Review Change Stack](https://storage.googleapis.com/coderabbit_public_assets/review-stack-in-coderabbit-ui.svg)](https://app.coderabbit.ai/change-stack/SC0RED/Agency/pull/50?utm_source=github_walkthrough&utm_medium=github&utm_campaign=change_stack)\\n\\n<!-- review_stack_entry_end -->\\n<!-- walkthrough_start -->\\n\\n<details>\\n<summary>\ud83d\udcdd Walkthrough</summary>\\n\\n## Walkthrough\\n\\nThe PR extends `build_pre_run_context` to include `pre_run_tools` declared by scheduled (cron) rules alongside those from routing provider groups, ensuring all tool descriptors required at startup are resolved for both routed and cron-fired execution paths.\\n\\n## Changes\\n\\n**Scheduled rules pre_run_tools inclusion**\\n\\n|Layer / File(s)|Summary|\\n|---|---|\\n|**Scheduled rules pre_run_tools collection** <br> `src/main.rs`|`build_pre_run_context` documentation updated to reflect scheduled rules traversal; logic ext\"\n  },\n  {\n    \"id\": \"github-feedback-comment-be3ecc597535ad1d\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/50#issuecomment-4617432294\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_comment\\nRepo: SC0RED/Agency\\nAuthor: sonarqubecloud[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/50#issuecomment-4617432294\\nTitle: \\nBody:\\n## [![Quality Gate Passed](https://sonarsource.github.io/sonarcloud-github-static-resources/v2/checks/QualityGateBadge/qg-passed-20px.png 'Quality Gate Passed')](https://sonarcloud.io/dashboard?id=Sc0red_Agenc\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-7bb57c873860f8ec", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374118, "scanner": "foundry_dataset", "fingerprint": "786c0511f990d2911b6b5f9d32f175e6eeb2d45f542116edde787344d24a3a84", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#5", "human_labels": ["security_auth_secret", "test_ci_gap"], "issue_number": "5", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "SC0RED/Agency", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-c96780d5e2be2c00", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 10, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#5\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#5\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 3\nLinked commit count: 10\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'test_ci_gap': 2, 'security_auth_secret': 1}\nPolarities: {'bad': 3}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-8cd9595db68e4d9d\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/5#issuecomment-4527576830\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: SC0RED/Agency\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/5#issuecomment-4527576830\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\n<!-- walkthrough_start -->\\n\\n<details>\\n<summary>\ud83d\udcdd Walkthrough</summary>\\n\\n## Walkthrough\\n\\nThe workflow updates the SonarCloud job to load the `SONAR_TOKEN` secret from the Winston 1Password vault instead of Engineering. The `OP_SERVICE_ACCOUNT_TOKEN` requirement remains unchanged.\\n\\n## Changes\\n\\n**CI Secret Configuration**\\n\\n| Layer / File(s) | Summary |\\n|---|---|\\n| **SonarCloud token vault path** <br> `.github/workflows/_ci-checks.yml` | The `SONAR_TOKEN` environment variable references are updated from `op://Engineering/Sonar Token/...` to `op://Winston/Sonar Token/...` for the SonarCloud CI job. |\\n\\n## Estimated code review effort\\n\\n\ud83c\udfaf 1 (Trivial) | \u23f1\ufe0f ~2 minutes\\n\\n## Poem\\n\\n> \ud83d\udd10 From Engineering's vault to Winston's keep,  \\n> One token migrates through secrets deep,  \\n> A single line change, clean and bright,  \\n> SonarCloud checks will pass the night.\\n\\n</details>\\n\\n<!-- walkthrough_end -->\\n<!-- pre_merge_checks_walkthrough_st\"\n  },\n  {\n    \"id\": \"github-feedback-comment-b3d1daa6bc17746b\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/5#issuecomment-4527591145\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_comment\\nRepo: SC0RED/Agency\\nAuthor: sonarqubecloud[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/5#issuecomment-4527591145\\nTitle: \\nBody:\\n## [![Quality Gate Passed](https://sonarsource.github.io/sonarcloud-github-static-resources/v2/checks/QualityGateBadge/qg-passed-20px.png 'Quality Gate Passed')](https://sonarcloud.io/dashboard?id=Sc0red_Agency&pullRequest=5)\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-097b91803977b9ff", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374117, "scanner": "foundry_dataset", "fingerprint": "e3735f102b4f8447ccc82428b12e19ae1c89eb1cc358c41d536316e3c7d0686a", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#48", "human_labels": ["data_schema_persistence", "security_auth_secret"], "issue_number": "48", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "SC0RED/Agency", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-366e00e79a81bc40", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#48\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#48\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 2\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'data_schema_persistence': 1, 'security_auth_secret': 1}\nPolarities: {'bad': 2}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-e39ed30b089be291\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"data_schema_persistence\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/48#issuecomment-4606643771\",\n    \"text\": \"GitHub feedback: data_schema_persistence\\nPolarity: bad\\nKind: issue_comment\\nRepo: SC0RED/Agency\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/48#issuecomment-4606643771\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\n<!-- review_stack_entry_start -->\\n\\n[![Review Change Stack](https://storage.googleapis.com/coderabbit_public_assets/review-stack-in-coderabbit-ui.svg)](https://app.coderabbit.ai/change-stack/SC0RED/Agency/pull/48?utm_source=github_walkthrough&utm_medium=github&utm_campaign=change_stack)\\n\\n<!-- review_stack_entry_end -->\\nNo actionable comments were generated in the recent review. \ud83c\udf89\\n\\n<details>\\n<summary>\u2139\ufe0f Recent review info</summary>\\n\\n<details>\\n<summary>\u2699\ufe0f Run configuration</summary>\\n\\n**Configuration used**: Path: .coderabbit.yaml\\n\\n**Review profile**: CHILL\\n\\n**Plan**: Pro\\n\\n**Run ID**: `ae239111-fb6f-4d8f-85bc-32980e3b246c`\\n\\n</details>\\n\\n<details>\\n<summary>\ud83d\udce5 Commits</summary>\\n\\nReviewing files that changed from the base of the PR and between 54a5c6c4361cf5d23289e534c7554d79c46ec090 and 591d7ca1830940513b2c97471ce75041cdfcaaae.\\n\\n</details>\\n\\n<details>\\n<summary>\ud83d\udcd2 Files selected for processing (1)</summary>\\n\\n* `migr\"\n  },\n  {\n    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To avoid overwhelming you with review comments due to an influx of new commits, CodeRabbit has automatically paused this review. You can configure this behavior by changing the `reviews.auto_review.auto_pause_after_reviewed_commits` setting.\\n> \\n> Use the following commands to manage reviews:\\n> - `@coderabbitai resume` to resume automatic reviews.\\n> - `@coderabbitai review` to trigger a single review.\\n> \\n> Use the checkboxes below f\"\n  },\n  {\n    \"id\": \"github-feedback-comment-257d4a1fefbe829f\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/41#issuecomment-4585565677\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_comment\\nRepo: SC0RED/Agency\\nAuthor: sonarqubecloud[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/41#issuecomment-4585565677\\nTitle: \\nBody:\\n## [![Quality Gate Passed](https://sonarsource.github.io/sonarcloud-github-static-resources/v2/checks/QualityGateBadge/qg-passed-20px.png 'Quality Gate Passed')](https://sonarcloud.io/dashboard?id=Sc\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-daea1a9b78ddf281", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374113, "scanner": "foundry_dataset", "fingerprint": "252372c17824aef3ccea20e9624a1a35b6dbfb60e8164f9081e958f8fb6fa42f", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. 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ID**: `dc8a4501-c2df-4190-9704-e7df28f8e37a`\\n\\n</details>\\n\\n<details>\\n<summary>\ud83d\udce5 Commits</summary>\\n\\nReviewing files that changed from the base of the PR and between be79ac4eea1243a83a7d8220f1f17f2934374244 and e8148fec82fb07bfe8c5d688dd16d64d24852041.\\n\\n</details>\\n\\n<details>\\n<summary>\ud83d\udcd2 Files selected for processing (1)</summary>\\n\\n* `src/strategies/signature/zoom.rs`\\n\\n</details>\\n\\n<details>\\n<summary>\ud83d\udea7 Files skipped from review as they are similar to previous changes (1)</summary>\\n\\n* src/strategies/signature/zoom.rs\\n\\n</details>\\n\\n</details>\\n\\n---\\n<!-- walkthrough_start -->\\n\\n<details>\\n<summary>\ud83d\udcdd Walkthrough</summary>\\n\\n## Walkthrough\\n\\nAdds Zoom webhook support:\"\n  },\n  {\n    \"id\": \"github-feedback-comment-187252b16263f60b\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/40#issuecomment-4583089048\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_comment\\nRepo: SC0RED/Agency\\nAuthor: sonarqubecloud[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/40#issuecomment-4583089048\\nTitle: \\nBody:\\n## [![Quality Gate Passed](https://sonarsource.github.io/sonarcloud-github-static-resources/v2/checks/QualityGateBadge/qg-passed-20px.png 'Quality Gate Passed')](https://sonarcloud.io/dashboard?id=Sc0red_Agency&pullR\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-dc21d8a4a3f62064", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374112, "scanner": "foundry_dataset", "fingerprint": "4db2dbf59cad51ca32c5859acfa88701262e41df043f2475433936723cab2b23", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#4", "human_labels": ["api_integration_gap"], "issue_number": "4", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "SC0RED/Agency", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-1ea4e50cb9d2a02f", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#4\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#4\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'api_integration_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-f6eb7981b2396704\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/4#issuecomment-4527543072\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: SC0RED/Agency\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/4#issuecomment-4527543072\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\n<!-- This is an auto-generated comment: failure by coderabbit.ai -->\\n\\n> [!CAUTION]\\n> ## Review failed\\n> \\n> Pull request was closed or merged during review\\n\\n<!-- end of auto-generated comment: failure by coderabbit.ai -->\\n\\n<!-- walkthrough_start -->\\n\\n<details>\\n<summary>\ud83d\udcdd Walkthrough</summary>\\n\\n## Walkthrough\\n\\nThis PR adds an Event-Driven Communication requirement to the Agency architecture specification. It introduces a `## Requirements` section with a new requirement that mandates asynchronous event-based coordination via Redis Streams, forbids poll-for-state patterns, and includes review scenarios to enforce the \\\"timers for time, events for state\\\" principle.\\n\\n## Changes\\n\\n**Event-Driven Communication Requirement**\\n\\n| Layer / File(s) | Summary |\\n| --- | --- |\\n| **Event-Driven Communication requirement specification** <br> `openspec/specs/code-architecture/spec.md` | Adds `## Requirements` section heading and de\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-382c3d474370d7a4\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: SC0RED/Agency\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 6, \"artifact_supports_design_schema_api\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bun\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-b6cbb22d99896bac", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374111, "scanner": "foundry_dataset", "fingerprint": "5e62d2a90a9bb0141241dd348ad37f1f2fc4fb2a5c30aa303f240d91bec86113", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#39", "human_labels": ["deployment_env_gap", "security_auth_secret"], "issue_number": "39", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "SC0RED/Agency", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-4a2fd08afc9bb2cf", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#39\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#39\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 2\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'deployment_env_gap': 1, 'security_auth_secret': 1}\nPolarities: {'bad': 2}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-ad9d19b8fbb07d51\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"deployment_env_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/39#issuecomment-4580098131\",\n    \"text\": \"GitHub feedback: deployment_env_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: SC0RED/Agency\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/39#issuecomment-4580098131\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\n<!-- This is an auto-generated comment: rate limited by coderabbit.ai -->\\n\\n> [!WARNING]\\n> ## Review limit reached\\n> \\n> `@ctcreel`, we couldn't start this review because you've reached your PR review rate limit.\\n> \\n> More reviews will be available in 23 minutes and 42 seconds. [Learn how PR review limits work](https://docs.coderabbit.ai/management/plans#fair-usage-limits-policy).\\n> \\n> Your organization has run out of usage credits. Purchase more in the [billing tab](https://app.coderabbit.ai/settings/subscription?tab=usage&tenantId=685576d0-92c8-11ee-ac35-7175960e17eb).\\n> \\n> <details>\\n> <summary>\u231b How to resolve this issue?</summary>\\n> \\n> After more reviews become available, a review can be triggered using the `@coderabbitai review` command as a PR comment. Alternatively, push new commits to this PR.\\n> \\n> We recommend that you space out your commits to avoid hitting the rate limit.\\n> \\n> </details>\\n> \\n> \\n> <deta\"\n  },\n  {\n    \"id\": \"github-feedback-comment-cc75cf17e824159b\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/39#issuecomment-4580113181\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_comment\\nRepo: SC0RED/Agency\\nAuthor: sonarqubecloud[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/39#issuecomment-4580113181\\nTitle: \\nBody:\\n## [![Quality Gate Passed](https://sonarsource.github.io/sonarcloud-github-static-resources/v2/checks/QualityGateBadge/qg-passed-20px.png 'Quality Gate Passed')](https://sonarcloud.io/dashboard?id=Sc0red_Agency&pullReq\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-47fad6621af69364", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374110, "scanner": "foundry_dataset", "fingerprint": "f2de100e4aec87aca388939ada24c94af4fb79e35d7b886d543463e31d3a9610", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#38", "human_labels": ["human_feedback_general", "security_auth_secret"], "issue_number": "38", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "SC0RED/Agency", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-4287a7c7eb022a6a", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#38\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#38\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 2\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1, 'security_auth_secret': 1}\nPolarities: {'neutral': 1, 'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-17bfac7cc1089e12\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/38#issuecomment-4579944451\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: SC0RED/Agency\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/38#issuecomment-4579944451\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\n<!-- This is an auto-generated comment: rate limited by coderabbit.ai -->\\n\\n> [!WARNING]\\n> ## Review limit reached\\n> \\n> `@ctcreel`, we couldn't start this review because you've reached your PR review rate limit.\\n> \\n> More reviews will be available in 21 minutes and 31 seconds. [Learn how PR review limits work](https://docs.coderabbit.ai/management/plans#fair-usage-limits-policy).\\n> \\n> Your organization has run out of usage credits. Purchase more in the [billing tab](https://app.coderabbit.ai/settings/subscription?tab=usage&tenantId=685576d0-92c8-11ee-ac35-7175960e17eb).\\n> \\n> <details>\\n> <summary>\u231b How to resolve this issue?</summary>\\n> \\n> After more reviews become available, a review can be triggered using the `@coderabbitai review` command as a PR comment. Alternatively, push new commits to this PR.\\n> \\n> We recommend that you space out your commits to avoid hitting the rate limit.\\n> \\n> </details>\\n> \\n> \"\n  },\n  {\n    \"id\": \"github-feedback-comment-534aea8f84d5b9f6\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/38#issuecomment-4579959817\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_comment\\nRepo: SC0RED/Agency\\nAuthor: sonarqubecloud[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/38#issuecomment-4579959817\\nTitle: \\nBody:\\n## [![Quality Gate Passed](https://sonarsource.github.io/sonarcloud-github-static-resources/v2/checks/QualityGateBadge/qg-passed-20px.png 'Quality Gate Passed')](https://sonarcloud.io/dashboard\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-24fec7ed73d8d2dd", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374109, "scanner": "foundry_dataset", "fingerprint": "57aa42415ff23da7a39bd4cabcb194ee292792bafdd60cfd71d7156ab2a59861", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#37", "human_labels": ["api_integration_gap", "security_auth_secret"], "issue_number": "37", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "SC0RED/Agency", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-89b41aae96cb0f3d", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#37\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#37\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 2\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'api_integration_gap': 1, 'security_auth_secret': 1}\nPolarities: {'bad': 2}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-3c34578d633604ba\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/37#issuecomment-4579337559\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: SC0RED/Agency\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/37#issuecomment-4579337559\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\n<!-- walkthrough_start -->\\n\\n<details>\\n<summary>\ud83d\udcdd Walkthrough</summary>\\n\\n## Walkthrough\\n\\nWorker::process_one now ensures the global concurrency slot is always released even when Redis XACK fails. The implementation reorders terminal-state handling to separate slot release from error propagation, guaranteeing the slot cannot be orphaned. A regression test validates this safety invariant by forcing XACK to error and confirming the slot remains acquirable.\\n\\n## Changes\\n\\n**Concurrency slot release guarantee on XACK failure**\\n\\n| Layer / File(s) | Summary |\\n| --- | --- |\\n| **Refactor process_one to decouple slot release from ack errors** <br> `src/queue/worker.rs` (lines 78\u201392) | Reordered terminal-state resolution to compute `ack_result`, release the gate unconditionally, then propagate only the ack error. For `QuotaExceeded`, slots are released without acking so jobs remain pending. |\\n| **Regression test for slot r\"\n  },\n  {\n    \"id\": \"github-feedback-comment-c19c488ca04fe899\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/37#issuecomment-4579427625\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_comment\\nRepo: SC0RED/Agency\\nAuthor: sonarqubecloud[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/37#issuecomment-4579427625\\nTitle: \\nBody:\\n## [![Quality Gate Passed](https://sonarsource.github.io/sonarcloud-github-static-resources/v2/checks/QualityGateBadge/qg-passed-20px.png 'Quality Gate Passed')](https://sonarcloud.io/dashboard?id=Sc0red_Agency&pullReques\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-9c40c98dc23ea714", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374108, "scanner": "foundry_dataset", "fingerprint": "fe2c0b1ffe6f51a53bcc12425b4c60b96a3805a40e83e68912a2920fadd4a2c0", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#36", "human_labels": ["api_integration_gap", "security_auth_secret"], "issue_number": "36", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "SC0RED/Agency", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-66faae713ead8345", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 8, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#36\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#36\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 3\nLinked commit count: 8\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'api_integration_gap': 2, 'security_auth_secret': 1}\nPolarities: {'bad': 3}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-0e6f128fd0318696\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/36#issuecomment-4579043081\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: SC0RED/Agency\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/36#issuecomment-4579043081\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\nNo actionable comments were generated in the recent review. \ud83c\udf89\\n\\n<details>\\n<summary>\u2139\ufe0f Recent review info</summary>\\n\\n<details>\\n<summary>\u2699\ufe0f Run configuration</summary>\\n\\n**Configuration used**: Path: .coderabbit.yaml\\n\\n**Review profile**: CHILL\\n\\n**Plan**: Pro\\n\\n**Run ID**: `665b1105-d059-4e3b-84f6-5f90051a237e`\\n\\n</details>\\n\\n<details>\\n<summary>\ud83d\udce5 Commits</summary>\\n\\nReviewing files that changed from the base of the PR and between dd70497727143e1efa721e672fc9dc74f1eab7ff and 49d2e94e224f80d6c7acec58491728c9acf54acd.\\n\\n</details>\\n\\n<details>\\n<summary>\ud83d\udcd2 Files selected for processing (1)</summary>\\n\\n* `src/runtime/mod.rs`\\n\\n</details>\\n\\n</details>\\n\\n---\\n<!-- walkthrough_start -->\\n\\n<details>\\n<summary>\ud83d\udcdd Walkthrough</summary>\\n\\n## Walkthrough\\n\\nThe PR increases the `RUN_TIMEOUT` constant from 900 seconds (15 minutes) to 2700 seconds (45 minutes) in the runtime module. The documentation is expanded to explain the timeout bound in ter\"\n  },\n  {\n    \"id\": \"github-feedback-comment-6dc17acf2b0ede6c\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/36#issuecomment-4579066903\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_comment\\nRepo: SC0RED/Agency\\nAuthor: sonarqubecloud[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/36#issuecomment-4579066903\\nTitle: \\nBody:\\n## [![Quality Gate Passed](https://sonarsource.github.io/sonarcloud-github-static-resources/v2/checks/QualityGateBadge/qg-passed-20px.png 'Quality Gate Passed')](https://sonarcloud.io/dashboard?i\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-983bc8093a5eefdb", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374107, "scanner": "foundry_dataset", "fingerprint": "188f817de3e582f141e82aa12deb6b9978b43fb1fd0407095ba580407b48729f", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#31", "human_labels": ["human_feedback_general", "security_auth_secret"], "issue_number": "31", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "SC0RED/Agency", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-121dea6c8ef8b38b", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#31\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#31\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 3\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 2, 'security_auth_secret': 1}\nPolarities: {'neutral': 2, 'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-8b40d64554f3fa17\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/31#issuecomment-4577815832\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: SC0RED/Agency\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/31#issuecomment-4577815832\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\n<!-- This is an auto-generated comment: skip review by coderabbit.ai -->\\n\\n> [!IMPORTANT]\\n> ## Review skipped\\n> \\n> Draft detected.\\n> \\n> Please check the settings in the CodeRabbit UI or the `.coderabbit.yaml` file in this repository. To trigger a single review, invoke the `@coderabbitai review` command.\\n> \\n> <details>\\n> <summary>\u2699\ufe0f Run configuration</summary>\\n> \\n> **Configuration used**: Path: .coderabbit.yaml\\n> \\n> **Review profile**: CHILL\\n> \\n> **Plan**: Pro\\n> \\n> **Run ID**: `c955da7a-479f-4155-9527-bd0251fe8080`\\n> \\n> </details>\\n> \\n> You can disable this status message by setting the `reviews.review_status` to `false` in the CodeRabbit configuration file.\\n> \\n> Use the checkbox below for a quick retry:\\n> - [ ] <!-- {\\\"checkboxId\\\": \\\"e9bb8d72-00e8-4f67-9cb2-caf3b22574fe\\\"} --> \ud83d\udd0d Trigger review\\n\\n<!-- end of auto-generated comment: skip review by coderabbit.ai -->\\n\\n<!-- finishing_touch_checkbox_start -->\\n\\n<de\"\n  },\n  {\n    \"id\": \"github-feedback-comment-b9d307af62c4e9ce\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/31#issuecomment-4577835258\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_comment\\nRepo: SC0RED/Agency\\nAuthor: sonarqubecloud[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/31#issuecomment-4577835258\\nTitle: \\nBody:\\n## [![Quality Gate Passed](https://sonarsource.github.io/sonarcloud-github-static-resources/v2/checks/QualityGateBadge/qg-passed-20px.png 'Quality Gate Passed')](https://sonarclo\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-0ad5a10b520bb4a9", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374106, "scanner": "foundry_dataset", "fingerprint": "a7999336a4fd728d549ddb307cb91b30edd07743931a6523cd3386ab8380256e", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#30", "human_labels": ["human_feedback_general", "security_auth_secret"], "issue_number": "30", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "SC0RED/Agency", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-a1462f4005706d7c", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#30\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#30\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 3\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 2, 'security_auth_secret': 1}\nPolarities: {'neutral': 2, 'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-47bc3e1940945582\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/30#issuecomment-4577690959\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: SC0RED/Agency\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/30#issuecomment-4577690959\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\n<!-- This is an auto-generated comment: skip review by coderabbit.ai -->\\n\\n> [!IMPORTANT]\\n> ## Review skipped\\n> \\n> Draft detected.\\n> \\n> Please check the settings in the CodeRabbit UI or the `.coderabbit.yaml` file in this repository. To trigger a single review, invoke the `@coderabbitai review` command.\\n> \\n> <details>\\n> <summary>\u2699\ufe0f Run configuration</summary>\\n> \\n> **Configuration used**: Path: .coderabbit.yaml\\n> \\n> **Review profile**: CHILL\\n> \\n> **Plan**: Pro\\n> \\n> **Run ID**: `620f9d4f-b985-44f5-bb53-df874cc87239`\\n> \\n> </details>\\n> \\n> You can disable this status message by setting the `reviews.review_status` to `false` in the CodeRabbit configuration file.\\n> \\n> Use the checkbox below for a quick retry:\\n> - [ ] <!-- {\\\"checkboxId\\\": \\\"e9bb8d72-00e8-4f67-9cb2-caf3b22574fe\\\"} --> \ud83d\udd0d Trigger review\\n\\n<!-- end of auto-generated comment: skip review by coderabbit.ai -->\\n\\n<!-- finishing_touch_checkbox_start -->\\n\\n<de\"\n  },\n  {\n    \"id\": \"github-feedback-comment-97b5d28fd119da18\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/30#issuecomment-4577708670\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_comment\\nRepo: SC0RED/Agency\\nAuthor: sonarqubecloud[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/30#issuecomment-4577708670\\nTitle: \\nBody:\\n## [![Quality Gate Passed](https://sonarsource.github.io/sonarcloud-github-static-resources/v2/checks/QualityGateBadge/qg-passed-20px.png 'Quality Gate Passed')](https://sonarclo\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-fe783bb9ee2eb7bb", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374105, "scanner": "foundry_dataset", "fingerprint": "f20707845f1dc44c6dd7ed40991e91049d40aab103d2fb40dfb0e1ad866b1999", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#3", "human_labels": ["test_ci_gap"], "issue_number": "3", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "SC0RED/Agency", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-73d66ef297510a4c", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": 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count: 0\nLabels: {'test_ci_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-7609872dc3e66eba\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/3#issuecomment-4527529626\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: SC0RED/Agency\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/3#issuecomment-4527529626\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\nNo actionable comments were generated in the recent review. \ud83c\udf89\\n\\n<details>\\n<summary>\u2139\ufe0f Recent review info</summary>\\n\\n<details>\\n<summary>\u2699\ufe0f Run configuration</summary>\\n\\n**Configuration used**: Path: .coderabbit.yaml\\n\\n**Review profile**: CHILL\\n\\n**Plan**: Pro\\n\\n**Run ID**: `b1ee94b1-bb3e-4702-901b-914284c8c441`\\n\\n</details>\\n\\n<details>\\n<summary>\ud83d\udce5 Commits</summary>\\n\\nReviewing files that changed from the base of the PR and between ef96847b88acf8439505ea207474ddac87bea032 and dfa02883f69e272963d7b7f7a311e5f5a5fb1a48.\\n\\n</details>\\n\\n<details>\\n<summary>\ud83d\udcd2 Files selected for processing (2)</summary>\\n\\n* `.github/workflows/_ci-checks.yml`\\n* `.github/workflows/_deploy.yml`\\n\\n</details>\\n\\n</details>\\n\\n---\\n<!-- walkthrough_start -->\\n\\n<details>\\n<summary>\ud83d\udcdd Walkthrough</summary>\\n\\n## Walkthrough\\n\\nThree GitHub Actions workflow jobs now provision Redis 7 service containers with health checks: the `test` and `sonarcloud` jobs in CI checks, and the `\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-ac12a78ac26c0c78\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: SC0RED/Agency\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 6, \"artifact_supports_design_schema_api\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bu\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-40301d4daef4ef24", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374104, "scanner": "foundry_dataset", "fingerprint": "c0037e7f40be9a2660c8c2533c03dee808df5bd49770c6ae42922e6b5b786cd3", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#28", "human_labels": ["api_integration_gap", "security_auth_secret"], "issue_number": "28", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "SC0RED/Agency", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-695f8d768d360cc8", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 10, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#28\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#28\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 3\nLinked commit count: 10\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'api_integration_gap': 2, 'security_auth_secret': 1}\nPolarities: {'bad': 3}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-3048e260754dca45\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/28#issuecomment-4565825364\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: SC0RED/Agency\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/28#issuecomment-4565825364\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\n<!-- walkthrough_start -->\\n\\n<details>\\n<summary>\ud83d\udcdd Walkthrough</summary>\\n\\n## Walkthrough\\n\\nThe one-shot scheduling future window cap `FUTURE_WINDOW_MS` in `src/scheduled/api.rs` was increased from 30 days to 400 days. Documentation was updated to clarify the bound and reference the cadence-reminder window limit. This expands the maximum allowable `when.fireAt` timestamp horizon for scheduled tasks.\\n\\n## Changes\\n\\n**Scheduling future window expansion**\\n\\n|Layer / File(s)|Summary|\\n|---|---|\\n|**Future window capacity increase** <br> `src/scheduled/api.rs`|`FUTURE_WINDOW_MS` constant increased from 30 to 400 days with updated documentation explaining the boundary constraint and its relationship to the cadence-reminder window.|\\n\\n## Estimated code review effort\\n\\n\ud83c\udfaf 1 (Trivial) | \u23f1\ufe0f ~2 minutes\\n\\n## Poem\\n\\n> \u23f0 A thousand days now stretch ahead,  \\n> Where schedules dance and tasks are fed,  \\n> Thirteen moons in one small chang\"\n  },\n  {\n    \"id\": \"github-feedback-comment-4a02d95c81ea7ad1\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/28#issuecomment-4565847793\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_comment\\nRepo: SC0RED/Agency\\nAuthor: sonarqubecloud[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/28#issuecomment-4565847793\\nTitle: \\nBody:\\n## [![Quality Gate Passed](https://sonarsource.github.io/sonarcloud-github-static-resources/v2/checks/QualityGateBadge/qg-passed-20px.png 'Quality Gate Passed')](https://sonarcloud.io/dashboard?id=Sc0red_Agency&\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-4d1e1f783ced5cfb", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374103, "scanner": "foundry_dataset", "fingerprint": "eb6e4196b7dd4adf0564aaee0552e4fe56dc80cc66e4dc64671a2a1c5568c7a2", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#26", "human_labels": ["human_feedback_general", "security_auth_secret"], "issue_number": "26", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "SC0RED/Agency", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-694399d9ac5ba197", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#26\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#26\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 3\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'security_auth_secret': 2, 'human_feedback_general': 1}\nPolarities: {'bad': 2, 'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-b30517e0a60b5e7e\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/26#issuecomment-4564985639\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_comment\\nRepo: SC0RED/Agency\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/26#issuecomment-4564985639\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\nNo actionable comments were generated in the recent review. \ud83c\udf89\\n\\n<details>\\n<summary>\u2139\ufe0f Recent review info</summary>\\n\\n<details>\\n<summary>\u2699\ufe0f Run configuration</summary>\\n\\n**Configuration used**: Path: .coderabbit.yaml\\n\\n**Review profile**: CHILL\\n\\n**Plan**: Pro\\n\\n**Run ID**: `fdd1c32b-361d-4c9b-84e3-3ed17237c568`\\n\\n</details>\\n\\n<details>\\n<summary>\ud83d\udce5 Commits</summary>\\n\\nReviewing files that changed from the base of the PR and between e923f6037b4f94685d960a0caafcebd325a7c4d3 and 1e6683777704f8258cb9c49ecae81bf723717ce7.\\n\\n</details>\\n\\n<details>\\n<summary>\ud83d\udcd2 Files selected for processing (8)</summary>\\n\\n* `src/http/ingest.rs`\\n* `src/http/tasks.rs`\\n* `src/lib.rs`\\n* `src/test_support.rs`\\n* `src/transport/slack_socket.rs`\\n* `src/workspace/dispatch.rs`\\n* `src/workspace/mod.rs`\\n* `src/workspace/pipeline.rs`\\n\\n</details>\\n\\n</details>\\n\\n---\\n<!-- walkthrough_start -->\\n\\n<details>\\n<summary>\ud83d\udcdd Walkthrough</summary>\\n\\n## Walkthrough\\n\\nThis PR in\"\n  },\n  {\n    \"id\": \"github-feedback-comment-e4f732ce1cf344f9\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/26#issuecomment-4565013916\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_comment\\nRepo: SC0RED/Agency\\nAuthor: sonarqubecloud[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/26#issuecomment-4565013916\\nTitle: \\nBody:\\n## [![Quality Gate Passed](https://sonarsource.github.io/sonarcloud-github-static-resources/v2/checks/QualityGateBadge/qg-passed-20px.png 'Quality Gate Passed')](https://sona\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-03bc7175583368f0", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374102, "scanner": "foundry_dataset", "fingerprint": "3e138be34bc6d8e3375b5ff03a2c8a6bf1361f2847c34b06f7920245401d94b8", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#23", "human_labels": ["agent_instruction_gap", "security_auth_secret"], "issue_number": "23", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "SC0RED/Agency", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-ac8d505e0ed7a4e7", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 6, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#23\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#23\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 3\nLinked commit count: 6\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'security_auth_secret': 2, 'agent_instruction_gap': 1}\nPolarities: {'bad': 3}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-216dbb98531a33a1\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/23#issuecomment-4558592795\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_comment\\nRepo: SC0RED/Agency\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/23#issuecomment-4558592795\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\n<!-- This is an auto-generated comment: failure by coderabbit.ai -->\\n\\n> [!CAUTION]\\n> ## Review failed\\n> \\n> The pull request is closed.\\n\\n<!-- end of auto-generated comment: failure by coderabbit.ai -->\\n\\n<details>\\n<summary>\u2139\ufe0f Recent review info</summary>\\n\\n<details>\\n<summary>\u2699\ufe0f Run configuration</summary>\\n\\n**Configuration used**: Path: .coderabbit.yaml\\n\\n**Review profile**: CHILL\\n\\n**Plan**: Pro\\n\\n**Run ID**: `4bb3de2c-2b0b-41d3-8587-a39a270423cc`\\n\\n</details>\\n\\n<details>\\n<summary>\ud83d\udce5 Commits</summary>\\n\\nReviewing files that changed from the base of the PR and between 8d91701e32ea9fcc602000e76a2da398bc244d94 and 884c16c73910a415af26369d04a95964c732d3f6.\\n\\n</details>\\n\\n<details>\\n<summary>\ud83d\udcd2 Files selected for processing (3)</summary>\\n\\n* `.gitignore`\\n* `.scannerwork/.sonar_lock`\\n* `.scannerwork/report-task.txt`\\n\\n</details>\\n\\n**Disabled knowledge base sources:**\\n\\n- Jira integration is disabled\\n\\n> You can enable these sources \"\n  },\n  {\n    \"id\": \"github-feedback-comment-067b0a6ad8448df9\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/23#issuecomment-4558771844\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_comment\\nRepo: SC0RED/Agency\\nAuthor: sonarqubecloud[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/23#issuecomment-4558771844\\nTitle: \\nBody:\\n## [![Quality Gate Passed](https://sonarsource.github.io/sonarcloud-github-static-resources/v2/checks/QualityGateBadge/qg-passed-20px.png 'Quality Gate Passed')](https://sonarcloud.io/dashboard\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-566156a8c537a92b", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374101, "scanner": "foundry_dataset", "fingerprint": "b622883cc927b4ceacad5c18f64d09d5e847218f941797d94bc5b275d64183f1", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#22", "human_labels": ["api_integration_gap", "security_auth_secret"], "issue_number": "22", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.82, "repo_full_name": "SC0RED/Agency", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-e7364b137ab0345c", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 10, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#22\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#22\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 3\nLinked commit count: 10\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'api_integration_gap': 2, 'security_auth_secret': 1}\nPolarities: {'bad': 3}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-49dbd81dd637488c\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/22#issuecomment-4558164622\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: SC0RED/Agency\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/22#issuecomment-4558164622\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\n<!-- walkthrough_start -->\\n\\n<details>\\n<summary>\ud83d\udcdd Walkthrough</summary>\\n\\n## Walkthrough\\n\\nStep results are now consistently bound to the render context under their step name, enabling uniform dotted-path access regardless of shape. Additionally, ForEachBatch's `in_expression` now tolerates template-brace wrapping through a new normalization helper, improving author ergonomics.\\n\\n## Changes\\n\\n**Render Context & For-Each Flexibility**\\n\\n|Layer / File(s)|Summary|\\n|---|---|\\n|**Step Result Binding in Render Context** <br> `src/runtime/prerun.rs`|`merge_record_into_payload` always inserts step return values under their step name into the accumulated render context, then additionally spreads object-shaped results' keys. Integration test validates that array results are accessible in subsequent templates via the prior step's name (e.g., `inboxSearch.0.id`).|\\n|**For-Each Expression Normalization** <br> `src/runtime/prerun.\"\n  },\n  {\n    \"id\": \"github-feedback-comment-915a529f31a86d37\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/22#issuecomment-4558181064\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_comment\\nRepo: SC0RED/Agency\\nAuthor: sonarqubecloud[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/22#issuecomment-4558181064\\nTitle: \\nBody:\\n## [![Quality Gate Passed](https://sonarsource.github.io/sonarcloud-github-static-resources/v2/checks/QualityGateBadge/qg-passed-20px.png 'Quality Gate Passed')](https://sonarcloud.io/dashboard?id=Sc0red_Agency&pullReques\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-2ed8976d09768d03", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374100, "scanner": "foundry_dataset", "fingerprint": "c1f5bbbcbc361d3c947ae8731216949a37e073f20ff64d8a4652193b970782c0", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#17", "human_labels": ["security_auth_secret"], "issue_number": "17", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "SC0RED/Agency", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-0cd915e4aa1be752", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#17\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#17\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-5bb0c94ebc3957aa\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/17#issuecomment-4556586155\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_comment\\nRepo: SC0RED/Agency\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/17#issuecomment-4556586155\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\n<!-- This is an auto-generated comment: failure by coderabbit.ai -->\\n\\n> [!CAUTION]\\n> ## Review failed\\n> \\n> The pull request is closed.\\n\\n<!-- end of auto-generated comment: failure by coderabbit.ai -->\\n\\n<details>\\n<summary>\u2139\ufe0f Recent review info</summary>\\n\\n<details>\\n<summary>\u2699\ufe0f Run configuration</summary>\\n\\n**Configuration used**: Path: .coderabbit.yaml\\n\\n**Review profile**: CHILL\\n\\n**Plan**: Pro\\n\\n**Run ID**: `05dcb308-0e6a-48ab-8395-7e30e3bef5ad`\\n\\n</details>\\n\\n<details>\\n<summary>\ud83d\udce5 Commits</summary>\\n\\nReviewing files that changed from the base of the PR and between beb48869765187622d4f3aef1d91d5429e09b425 and 22eecec245ec7706883926c6c72d429ff26d644c.\\n\\n</details>\\n\\n<details>\\n<summary>\ud83d\udcd2 Files selected for processing (14)</summary>\\n\\n* `openspec/changes/route-prerun-hooks/design.md`\\n* `openspec/changes/route-prerun-hooks/proposal.md`\\n* `openspec/changes/route-prerun-hooks/tasks.md`\\n* `src/http/ingest.rs`\\n* `src/http/mod.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-4cbd1bdd1e16a561\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: SC0RED/Agency\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 6, \"artifact_supports_design_schema_api\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\":\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-1c8c30eac3093ae7", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374099, "scanner": "foundry_dataset", "fingerprint": "816d2e69e17acd52225fcea51dea5c44f6fe094fa989434ea9308bccead04e17", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#150", "human_labels": ["api_or_backend", "data_schema_persistence", "docs_or_claims", "security_auth_secret", "source_or_other", "test_or_ci", "ui_or_frontend"], "issue_number": "150", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "SC0RED/Agency", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-6875846d35fef34f", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 20, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"test_or_ci": 2, "api_or_backend": 6, "docs_or_claims": 3, "ui_or_frontend": 8, "source_or_other": 1}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#150\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#150\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 2\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 20\nLabels: {'data_schema_persistence': 1, 'security_auth_secret': 1}\nPolarities: {'bad': 2}\nChanged file labels: {'docs_or_claims': 3, 'source_or_other': 1, 'api_or_backend': 6, 'test_or_ci': 2, 'ui_or_frontend': 8}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-dd144e05ce3e9c4a\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"data_schema_persistence\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/150\",\n    \"text\": \"GitHub feedback: data_schema_persistence\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/150\\nTitle: feat(dashboard): friendly entity editor + attributed write path (gated on per-user identity)\\nBody:\\nBuilds the friendly-form entity editor you asked for (no JSON-editing) and the audited write path behind a per-user identity seam \u2014 **writes DISABLED until Cognito + Google SSO lands with the serverless migration**, per your \\\"per-user identity first\\\" call.\\n\\n\ud83d\udcd0 **Design:** `openspec/changes/dashboard-entity-editing/` (proposal + design + tasks). Worth a read first \u2014 it lays out the Cognito end-state and the safety invariant.\\n\\n## Backend\\n- **Attribution (the enabler):** `entity_audit.actor` was hardcoded `framework:api`. Threaded `actor` through `upsert` \u2192 `audit` (`UpsertInput.actor: Option`, default preserved, so every agent/tool write is byte-identical). Edits can now be attributed to a named person.\\n- **`IdentityVerifier` seam (Strategy):** one trait, `DashboardIdentity { email, can_edit }`. Ships `SharedTokenVerifier` \u2192 read-only (`can_edit = false`). A `CognitoVerifier` (ALB-forwarded Google-SSO JWT \u2192 email +\"\n  },\n  {\n    \"id\": \"github-pr-review-submission-d521550cff5b94f1\",\n    \"kind\": \"pr_review_submission\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/150#pullrequestreview-4520764934\",\n    \"text\": \"GitHub PR review submission: security_auth_secret\\nPolarity: bad\\nReview state: CHANGES_REQUESTED\\nRepo: SC0RED/Agency\\nPull request: #150 feat(dashboard): friendly entity editor + attributed write path (gated on per-user identity)\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/150#pullrequestreview-45207649\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-23c85a2d06556bc5", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374098, "scanner": "foundry_dataset", "fingerprint": "e4aec5f6ce026b643a4273c1ca2d732bddc7d4731724ac56923924f4920ba3f5", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#149", "human_labels": ["ui_or_frontend", "ui_workflow_gap"], "issue_number": "149", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.662, "repo_full_name": "SC0RED/Agency", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-4940ff9c65f203de", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 1, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"ui_or_frontend": 1}, "linked_commit_count": 3, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#149\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#149\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 3\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 1\nLabels: {'ui_workflow_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'ui_or_frontend': 1}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-be7db7801773c167\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"ui_workflow_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/149\",\n    \"text\": \"GitHub feedback: ui_workflow_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/149\\nTitle: fix(dashboard): stop gaps list overlapping the node detail card\\nBody:\\nThe entity-graph detail card (`.eg-detail`, top-right) and the gap list (`.eg-gaplist`, bottom-right) share the right column. With `max-height: 72%` + `45%` they sum to >100%, so selecting a node while the **Gaps** view is open overlapped the two \u2014 the node's properties (status/address/CPT/diagnosis) got hidden behind the CLIENT GAPS list (see report).\\n\\n**Fix:** cap the detail card to `45%` only while the gap list is open, via an `.eg-gaps-open` class toggled with the Gaps button. `45% + 45%` + the top/bottom offsets fits the column, so the panels stack instead of overlapping. Detail height is unchanged when gaps is off.\\n\\nPure CSS/JS in `graph.js` (served via `include_str!`); `node --check` clean.\\n\\n\ud83e\udd16 Generated with [Claude Code](https://claude.com/claude-code)\"\n  }\n]\nChanged files:\n[\n  {\n    \"id\": \"github-pr-file-file-9cd05b00a5c4b812\",\n    \"filename\": \"src/dashboard/graph.js\",\n    \"label\": \"ui_or_frontend\",\n    \"status\": \"modified\",\n    \"additions\": 4,\n    \"deletions\": 0,\n    \"changes\": 4,\n    \"blob_url\": \"https://github.com/SC0RED/Agency/blob/ea7838901ca85c785a90a5fed3be6c4f903aae73/src%2Fdashboard%2Fgraph.js\"\n  }\n]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-ec0535c653f002ad\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: SC0RED/Agency\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 6, \"artifact_supports_design_schema_api\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-f68e86866813e66f", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374097, "scanner": "foundry_dataset", "fingerprint": "4d3cc5c9c3133a2b8873da78e2726e168f4b50c6adee628bc9d15b635b40eef7", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#148", "human_labels": ["agent_instruction_gap", "ui_or_frontend"], "issue_number": "148", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "SC0RED/Agency", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-80a4a4aa76e764a8", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 2, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"ui_or_frontend": 2}, "linked_commit_count": 1, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence"], "linked_ci_commit_count": 1, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#148\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#148\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 1\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 2\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'ui_or_frontend': 2}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-9c857f07f11f60a0\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/148\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/148\\nTitle: fix(dashboard): graph search dims edges too, not just nodes\\nBody:\\nSearching highlighted the matched nodes but left every edge at full brightness \u2014 so the orange CPT/therapy edges stayed lit over the dimmed graph (your \\\"why are all the relationships showing up?\\\" \u2014 only the 4 Oliver nodes matched, but all edges still drew). Now an edge stays bright only if it touches a matched node; everything else fades to the same dim as the focus path. `make test`, `clippy -D warnings`, fmt, file-size green.\\n\\n\ud83e\udd16 Generated with [Claude Code](https://claude.com/claude-code)\"\n  }\n]\nChanged files:\n[\n  {\n    \"id\": \"github-pr-file-file-e0014fb517d1166e\",\n    \"filename\": \"src/dashboard/graph.js\",\n    \"label\": \"ui_or_frontend\",\n    \"status\": \"modified\",\n    \"additions\": 8,\n    \"deletions\": 3,\n    \"changes\": 11,\n    \"blob_url\": \"https://github.com/SC0RED/Agency/blob/535ef429f79a211c52c619428390d82130208c06/src%2Fdashboard%2Fgraph.js\"\n  },\n  {\n    \"id\": \"github-pr-file-file-e2e57b1f0e3bb1b7\",\n    \"filename\": \"src/dashboard/html_graph_tests.rs\",\n    \"label\": \"ui_or_frontend\",\n    \"status\": \"modified\",\n    \"additions\": 4,\n    \"deletions\": 0,\n    \"changes\": 4,\n    \"blob_url\": \"https://github.com/SC0RED/Agency/blob/535ef429f79a211c52c619428390d82130208c06/src%2Fdashboard%2Fhtml_graph_tests.rs\"\n  }\n]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-2eca93203175d7c2\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: SC0RED/Agency\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 6, \"artifact_supports_design_schema_api\": 1, \"artif\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-4ba5456cb6d9d5ef", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374096, "scanner": "foundry_dataset", "fingerprint": "1320d80284231dd8ca8ea49031cbc6831beb44227de24f6678ca1b50b287ebb6", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#146", "human_labels": ["api_or_backend", "data_schema_persistence", "ui_or_frontend"], "issue_number": "146", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "SC0RED/Agency", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-ee2c2d7ef94f93f2", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 6, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"api_or_backend": 2, "ui_or_frontend": 4}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#146\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#146\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 6\nLabels: {'data_schema_persistence': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'api_or_backend': 2, 'ui_or_frontend': 4}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-bff5fdb635ea45d1\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"data_schema_persistence\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/146\",\n    \"text\": \"GitHub feedback: data_schema_persistence\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/146\\nTitle: feat(entities): typo-tolerant trigram fuzzy name lookup for entity.find (GH-142)\\nBody:\\nCloses the false \\\"not in system\\\" correctness bug for existing clients. Companion follow-up to #143.\\n\\n## Problem\\n\\n`entity.find`'s name search routed to **semantic search**, which JOINs `entity_embeddings` \u2014 so it only sees *embedded* entities. But only `memory`/`interaction` are embedded; **`client`/`contact`/`conversation` are never embedded** (deliberately \u2014 they're looked up by name/identifier, not fuzzy recall). So `entity.find(q=\\\"Malachi\\\", kinds=client)` returned **0 results** for a client who is very much in the store (`Malachi Benford`, DOB 09/03/1998), and Winston told the operator he wasn't onboarded.\\n\\nPlain keyword (`text_match`/ILIKE) would find him but is brittle to spelling (the model also tried the misspelling `Malacai`). Semantic isn't the fix either: it needs indexing every record (cost + re-embed on edit + an async-embed race that misses just-created clients) and has no relevance floor (the nearest-N dump).\\n\"\n  }\n]\nChanged files:\n[\n  {\n    \"id\": \"github-pr-file-file-a6b0ff7e93df368f\",\n    \"filename\": \"src/entities/api/read.rs\",\n    \"label\": \"api_or_backend\",\n    \"status\": \"modified\",\n    \"additions\": 98,\n    \"deletions\": 189,\n    \"changes\": 287,\n    \"blob_url\": \"https://github.com/SC0RED/Agency/blob/baaec6f4918f42bf2edd7891fe8b26e685de6524/src%2Fentities%2Fapi%2Fread.rs\"\n  },\n  {\n    \"id\": \"github-pr-file-file-a1039d83c27f25a4\",\n    \"filename\": \"src/entities/api/read_tests.rs\",\n    \"label\": \"api_or_backend\",\n    \"status\": \"added\",\n    \"additions\": 222,\n    \"deletions\": 0,\n    \"changes\": 222,\n    \"blob_url\": \"https://github.com/SC0RED/Agency/blob/baaec6f4918f42bf2edd7891fe8b26e685de6\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-d479baf5281aeaa4", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374095, "scanner": "foundry_dataset", "fingerprint": "12ede2d812226a16bbc5d94190f9d102ec5e5ed45e09738247b1ec3a614ebdfd", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#144", "human_labels": ["api_or_backend", "human_feedback_general", "ui_or_frontend"], "issue_number": "144", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "SC0RED/Agency", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-bd16ef701fda9059", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 2, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"api_or_backend": 1, "ui_or_frontend": 1}, "linked_commit_count": 2, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#144\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#144\nRepo: SC0RED/Agency\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 2\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 2\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {'api_or_backend': 1, 'ui_or_frontend': 1}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-4e9c6ddd2c3e8af4\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/144\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/144\\nTitle: docs(scheduled): created_by source is agency.yaml, not clawndom.yaml\\nBody:\\nComment-only follow-up to #143. The created_by doc comments named the old TypeScript-era config file clawndom.yaml; the Rust runtime reads agency.yaml (routing.schedule). No code change. Refs SC0RED/Agency#142.\"\n  }\n]\nChanged files:\n[\n  {\n    \"id\": \"github-pr-file-file-74f8e3f1f1ef7411\",\n    \"filename\": \"src/scheduled/api/validate.rs\",\n    \"label\": \"api_or_backend\",\n    \"status\": \"modified\",\n    \"additions\": 1,\n    \"deletions\": 1,\n    \"changes\": 2,\n    \"blob_url\": \"https://github.com/SC0RED/Agency/blob/5ea6ab373f1ec548bdd00a68ef5623543ea356fd/src%2Fscheduled%2Fapi%2Fvalidate.rs\"\n  },\n  {\n    \"id\": \"github-pr-file-file-2e4a9d1db50a603d\",\n    \"filename\": \"src/scheduled/domain.rs\",\n    \"label\": \"ui_or_frontend\",\n    \"status\": \"modified\",\n    \"additions\": 1,\n    \"deletions\": 1,\n    \"changes\": 2,\n    \"blob_url\": \"https://github.com/SC0RED/Agency/blob/5ea6ab373f1ec548bdd00a68ef5623543ea356fd/src%2Fscheduled%2Fdomain.rs\"\n  }\n]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-ac279616cbe6aa83\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: SC0RED/Agency\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 6, \"artifact_supports_design_schema_api\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 1, \"designs\": 1, \"d\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-8b40631e9b668280", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374094, "scanner": "foundry_dataset", "fingerprint": "9d6c450cbb71980e142b9dfc09cb0901eaf11530793a5e7ec419d5bfdea17c81", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#141", "human_labels": ["api_or_backend", "data_schema_persistence", "docs_or_claims", "source_or_other", "ui_or_frontend", "ui_workflow_gap"], "issue_number": "141", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "SC0RED/Agency", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-6518cdfc922fb2df", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 25, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"api_or_backend": 6, "docs_or_claims": 4, "ui_or_frontend": 14, "source_or_other": 1}, "linked_commit_count": 10, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#141\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#141\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 2\nLinked commit count: 10\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 25\nLabels: {'ui_workflow_gap': 1, 'data_schema_persistence': 1}\nPolarities: {'bad': 2}\nChanged file labels: {'source_or_other': 1, 'docs_or_claims': 4, 'ui_or_frontend': 14, 'api_or_backend': 6}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-3cb52e1496859e1e\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"ui_workflow_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/141\",\n    \"text\": \"GitHub feedback: ui_workflow_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/141\\nTitle: spec(modelbench): flattened-synthesis scoring (supersede replay)\\nBody:\\n**Spec-only** \u2014 design sign-off before code.\\n\\n## Why pivot\\nThe merged cassette-replay scoring (#137) only scores a candidate that reproduces the recorded run's **exact tool path**. Equally-good models take different valid paths, so divergent candidates are **dropped unscored** \u2014 and since the corpus is Anthropic-authored, OpenAI candidates almost never score. Live validation confirmed it: Claude tiers scored a few cells each, **every GPT cell was dropped**. That can't give a fair cross-family cost comparison, and it's complex.\\n\\n## New approach: score the synthesis, not the tool dance\\nFlatten each recorded run into a **single-shot prompt** (original trigger + the run's recorded tool results as \\\"gathered context\\\") and score **every candidate through the existing `Completer`**, judged against the rubric with the recorded final as reference.\\n\\n- Identical inputs for all candidates \u2192 **fair Anthropic vs OpenAI** comparison\\n- Every recorded run = one sco\"\n  },\n  {\n    \"id\": \"github-pr-review-submission-f121d392c4972ca9\",\n    \"kind\": \"pr_review_submission\",\n    \"label\": \"data_schema_persistence\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/141#pullrequestreview-4519239714\",\n    \"text\": \"GitHub PR review submission: data_schema_persistence\\nPolarity: bad\\nReview state: CHANGES_REQUESTED\\nRepo: SC0RED/Agency\\nPull request: #141 spec(modelbench): flattened-synthesis scoring (supersede replay)\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/141#pullrequestreview-4519239714\\nBody:\\n**Actionable comments posted: 4**\\n\\n\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-dfd467e98149d462", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374093, "scanner": "foundry_dataset", "fingerprint": "1a8f5461d0e240414a3095a17aa18c1eed0c2f54b43a75a1d335fc68ceef32d6", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#140", "human_labels": ["api_integration_gap", "api_or_backend", "test_or_ci", "ui_or_frontend"], "issue_number": "140", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.82, "repo_full_name": "SC0RED/Agency", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-8f69a86984d9f92c", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 4, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"test_or_ci": 1, "api_or_backend": 1, "ui_or_frontend": 2}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#140\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#140\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 4\nLabels: {'api_integration_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'api_or_backend': 1, 'test_or_ci': 1, 'ui_or_frontend': 2}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-8d47171a2518c23d\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/140\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/140\\nTitle: feat(dashboard): click a job_id to open that run (+ deep-link any run by id)\\nBody:\\nYou navigate by `job_id` (copying them for investigation) and asked to click one to jump to that run.\\n\\n## API\\n`GET /api/dashboard/runs?job_id=` resolves a **single run regardless of the window** \u2014 an id may be pasted or linked from anywhere, so the lookup ignores the time bound. Feed filters are bundled into a `RunsFilter` struct (a 4th positional narrowing would exceed the arg budget). Test: a 10-day-old run is absent from the default 24h feed but found by id.\\n\\n## UI\\n- The run-feed `job_id` is now a clickable **run-link**.\\n- A delegated handler \u2014 and the **`#view=runs&run=<job_id>` deep-link** \u2014 route through `openRunById`, which fetches the run by id and opens its inspector. So a shared `#run=<id>` link resolves even for runs outside the current window (handy when I hand you a job_id to look at \u2014 open `\u2026/dashboard#view=runs&run=<id>` and it jumps straight there).\\n\\nBuilds on #139 (the copy fix). `make test` (90%), `clippy -D warni\"\n  }\n]\nChanged files:\n[\n  {\n    \"id\": \"github-pr-file-file-f6be3be0af068f58\",\n    \"filename\": \"src/dashboard/api/runs.rs\",\n    \"label\": \"api_or_backend\",\n    \"status\": \"modified\",\n    \"additions\": 31,\n    \"deletions\": 13,\n    \"changes\": 44,\n    \"blob_url\": \"https://github.com/SC0RED/Agency/blob/2adb8514a1e342a8cef84d6055f79c009f441753/src%2Fdashboard%2Fapi%2Fruns.rs\"\n  },\n  {\n    \"id\": \"github-pr-file-file-5e73182cf6e2b5b8\",\n    \"filename\": \"src/dashboard/api/tests/runs.rs\",\n    \"label\": \"test_or_ci\",\n    \"status\": \"modified\",\n    \"additions\": 29,\n    \"deletions\": 0,\n    \"changes\": 29,\n    \"blob_url\": \"https://github.com/SC0RED/Agency/blob/2adb8514a1e342a8cef84d6055f79c00\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-732bd069ca1932e2", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374092, "scanner": "foundry_dataset", "fingerprint": "4a16ae7839450d290b48ecfb735906d5f0c1df43ee057b1dea4200db791699d7", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#14", "human_labels": ["security_auth_secret", "test_ci_gap"], "issue_number": "14", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "SC0RED/Agency", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-479b0017a5952953", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#14\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#14\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 2\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'test_ci_gap': 1, 'security_auth_secret': 1}\nPolarities: {'bad': 2}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-34b8046d5d29380e\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/14#issuecomment-4546987899\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: SC0RED/Agency\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/14#issuecomment-4546987899\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\n<!-- walkthrough_start -->\\n\\n<details>\\n<summary>\ud83d\udcdd Walkthrough</summary>\\n\\n## Walkthrough\\n\\nThe Makefile's SonarCloud token resolution is updated: `SONAR_TOKEN_OP_REF` now points to the Winston vault's Sonar Token item's `token` field instead of the Engineering vault's secure note. Supporting inline documentation clarifies the vault/item change and explains why the prior default no longer exists.\\n\\n## Changes\\n\\n**SonarCloud Token Vault Reference**\\n\\n| Layer / File(s) | Summary |\\n|---|---|\\n| **SonarCloud token vault reference** <br> `Makefile` | The `SONAR_TOKEN_OP_REF` variable is updated from `op://Engineering/Sonar Token/notesPlain` to `op://Winston/Sonar Token/token`, with supporting documentation clarifying the vault and item changes. |\\n\\n## Estimated code review effort\\n\\n\ud83c\udfaf 1 (Trivial) | \u23f1\ufe0f ~2 minutes\\n\\n## Possibly related PRs\\n\\n- [SC0RED/Agency#5](https://github.com/SC0RED/Agency/pull/5): Updates the GitHub Actions workflo\"\n  },\n  {\n    \"id\": \"github-feedback-comment-806f8744c7df9b5f\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/14#issuecomment-4547006301\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_comment\\nRepo: SC0RED/Agency\\nAuthor: sonarqubecloud[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/14#issuecomment-4547006301\\nTitle: \\nBody:\\n## [![Quality Gate Passed](https://sonarsource.github.io/sonarcloud-github-static-resources/v2/checks/QualityGateBadge/qg-passed-20px.png 'Quality Gate Passed')](https://sonarcloud.io/dashboard?id=Sc0red_Agency&pullRequest=14) **Q\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-17c1f3e1aeb664f6", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374091, "scanner": "foundry_dataset", "fingerprint": "d194034680723cf12e97d84ae80a579f1e2350259ea140551596c5a61473dad4", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#138", "human_labels": ["agent_instruction_gap", "api_or_backend", "positive_human_signal", "security_auth_secret", "test_or_ci", "ui_or_frontend"], "issue_number": "138", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "SC0RED/Agency", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-3e3c78aa304200b7", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 4, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"test_or_ci": 1, "api_or_backend": 1, "ui_or_frontend": 2}, "linked_commit_count": 4, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#138\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#138\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 3\nLinked commit count: 4\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 4\nLabels: {'agent_instruction_gap': 1, 'security_auth_secret': 1, 'positive_human_signal': 1}\nPolarities: {'bad': 2, 'neutral': 1}\nChanged file labels: {'api_or_backend': 1, 'test_or_ci': 1, 'ui_or_frontend': 2}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-fada3803021077ef\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/138\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/138\\nTitle: fix(dashboard): cost chart \u2014 calendar buckets, window total, per-bar values\\nBody:\\nChris's cost-panel feedback.\\n\\n## \\\"No data for today (06-17)\\\" \u2014 real bug, fixed\\nThe daily 7d buckets anchored to `now`'s time-of-day 7 days back, so the last bucket started at `now` (empty/future) and **today's runs fell into yesterday's bar**. Re-anchored `date_bin` + the bucket series to the **ET clock/calendar** (today's midnight \u2014 every bucket size divides a day evenly), so the last daily bucket *is* today. Regression test: a run completed \\\"now\\\" lands in the last 7d bucket. Bucket counts unchanged (7d\u21928, 24h\u219225).\\n\\n## \\\"Add the actual cost to the bars\\\" + \\\"how much spent today / last hour / 6h?\\\"\\n- The Spend chart header now shows the **window total** (`$X total`) \u2014 the direct answer to \\\"how much in this window.\\\"\\n- Each bar is **labelled with its dollar value** (when the chart isn't too dense; 24h's 25 bars fall back to hover + the total).\\n- The big headline stays *week-to-date* (the budget figure); the per-window total is the new,\"\n  },\n  {\n    \"id\": \"github-pr-review-submission-f6493262a808fdc9\",\n    \"kind\": \"pr_review_submission\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/138#pullrequestreview-4517300933\",\n    \"text\": \"GitHub PR review submission: security_auth_secret\\nPolarity: bad\\nReview state: COMMENTED\\nRepo: SC0RED/Agency\\nPull request: #138 fix(dashboard): cost chart \u2014 calendar buckets, window total, per-bar values\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/138#pullrequestreview-4517300933\\nBody:\\n\\n\\n<details>\\n\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-45c420949a7e6bb2", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374090, "scanner": "foundry_dataset", "fingerprint": "17c6dfbf0c73429dc97ce958c8aec0413382e4dcca61fc24e984a5ad6ab3dfba", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#137", "human_labels": ["api_integration_gap", "api_or_backend", "docs_or_claims", "source_or_other", "ui_or_frontend"], "issue_number": "137", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "SC0RED/Agency", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-ee6d877b229fe350", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 26, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"api_or_backend": 10, "docs_or_claims": 4, "ui_or_frontend": 11, "source_or_other": 1}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#137\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#137\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 26\nLabels: {'api_integration_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'source_or_other': 1, 'docs_or_claims': 4, 'ui_or_frontend': 11, 'api_or_backend': 10}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-195851ee2c965639\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/137\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/137\\nTitle: spec(modelbench): cassette-replay benchmarking for tool routes\\nBody:\\n**Spec-only** OpenSpec change (no implementation yet) \u2014 for design review before cutting code.\\n\\n## Problem\\nmodelbench scores candidates with a tool-less single-shot `Completer.complete(prompt)`, so it can't reproduce a tool-bearing route's multi-turn behaviour. Every tool route is hard-deferred and stays on its configured (expensive) model \u2014 e.g. `jira/plan-task` \u2248 $7.67/run, `jira/ready-for-development-task` \u2248 $10.57/run. Verified live: the nightly bench returns `0/5 \\\"HELD\\\"` on every tool route.\\n\\nMeanwhile the runtime API runner **already** runs a real tool loop (`api_agent::turn_loop` + `ToolLoopDispatcher`), and the per-run transcript corpus (#113, ~85% capture) already records full tool I/O. Replaying that corpus as a cassette lets the bench score tool routes with **zero live tool calls**.\\n\\n## The seam\\nExtract a `TurnToolDispatcher` trait from `ToolLoopDispatcher`, make `turn_loop` generic over it (behaviour-preserving), and add a `CassetteD\"\n  }\n]\nChanged files:\n[\n  {\n    \"id\": \"github-pr-file-file-ece122ba5fba3d2e\",\n    \"filename\": \"openspec/changes/modelbench-cassette-replay/.openspec.yaml\",\n    \"label\": \"source_or_other\",\n    \"status\": \"added\",\n    \"additions\": 2,\n    \"deletions\": 0,\n    \"changes\": 2,\n    \"blob_url\": \"https://github.com/SC0RED/Agency/blob/10be83f932dcf5dd44a3e36a29e62044c2b44c41/openspec%2Fchanges%2Fmodelbench-cassette-replay%2F.openspec.yaml\"\n  },\n  {\n    \"id\": \"github-pr-file-file-19f76578980410a1\",\n    \"filename\": \"openspec/changes/modelbench-cassette-replay/design.md\",\n    \"label\": \"docs_or_claims\",\n    \"status\": \"added\",\n    \"additions\": 132,\n    \"deleti\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-fc393de42a7697ff", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374089, "scanner": "foundry_dataset", "fingerprint": "7689887809e7318b5d1272179f80d3a0e81c5255506615475a6334636e9905a1", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#136", "human_labels": ["api_or_backend", "data_schema_persistence", "positive_human_signal", "schema_or_data", "source_or_other", "test_or_ci", "ui_or_frontend"], "issue_number": "136", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.82, "repo_full_name": "SC0RED/Agency", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-306c29dc40bd37d4", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 8, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"test_or_ci": 1, "api_or_backend": 3, "schema_or_data": 1, "ui_or_frontend": 2, "source_or_other": 1}, "linked_commit_count": 11, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#136\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#136\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 3\nLinked commit count: 11\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 8\nLabels: {'data_schema_persistence': 2, 'positive_human_signal': 1}\nPolarities: {'bad': 2, 'neutral': 1}\nChanged file labels: {'schema_or_data': 1, 'source_or_other': 1, 'api_or_backend': 3, 'test_or_ci': 1, 'ui_or_frontend': 2}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-fb3c0b89f354e0c3\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"data_schema_persistence\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/136\",\n    \"text\": \"GitHub feedback: data_schema_persistence\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/136\\nTitle: feat(dashboard): fleet-wide Routes (config\u2192Postgres) + per-view subtitles\\nBody:\\nTwo of the three parked items (the third \u2014 retiring the legacy `localhost:3847` dashboard \u2014 is done separately: it had no source/launcher/process; it was a transient/decommissioned process, and I cleared the one genuine stray dashboard harness).\\n\\n## Fleet-wide Routes / inspector (selectable by agent)\\nRouting config is per-process, so the Routes view + inspector only showed the local agent. Now each agent **publishes its routes-view projection to a shared `agent_configs` table at boot** (new migration `0007`). The publish is **fire-and-forget + non-fatal** (spawned, errors logged) \u2014 it can never block an agent's boot. `GET /api/dashboard/routes?agent_id=` reads any agent's row, falling back to this agent's in-memory projection when the table is cold (so the view never blanks).\\n\\nFrontend: the Routes view + Route inspector fetch **per selected agent** (the fleet-box selector drives it; cached per agent), and route-link sources pass t\"\n  },\n  {\n    \"id\": \"github-pr-review-submission-c2f38306883527bb\",\n    \"kind\": \"pr_review_submission\",\n    \"label\": \"data_schema_persistence\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/136#pullrequestreview-4516591838\",\n    \"text\": \"GitHub PR review submission: data_schema_persistence\\nPolarity: bad\\nReview state: CHANGES_REQUESTED\\nRepo: SC0RED/Agency\\nPull request: #136 feat(dashboard): fleet-wide Routes (config\u2192Postgres) + per-view subtitles\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/136#pullrequestreview-4516591838\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-8a7383d096a47b5d", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374088, "scanner": "foundry_dataset", "fingerprint": "4d1084edbf75a77abe6304253ca69c14e83736c33cfba5f71a86bbc669282e86", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#135", "human_labels": ["positive_human_signal", "test_ci_gap", "test_or_ci", "ui_or_frontend"], "issue_number": "135", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "SC0RED/Agency", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-fd7e3aaf6885c33f", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 4, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"test_or_ci": 1, "ui_or_frontend": 3}, "linked_commit_count": 6, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#135\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#135\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 2\nLinked commit count: 6\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 4\nLabels: {'test_ci_gap': 1, 'positive_human_signal': 1}\nPolarities: {'bad': 1, 'neutral': 1}\nChanged file labels: {'ui_or_frontend': 3, 'test_or_ci': 1}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-b80d504ea5d85b07\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/135\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/135\\nTitle: fix(prerun): kill cross-test flake \u2014 thread shared instead of a process-global\\nBody:\\n## The flake\\n`runtime::prerun` tests fail non-deterministically in CI (the `stop_signal` failure that re-ran green on #132). Root-caused by reproducing it locally: **40/40 failures under 16-thread stress.**\\n\\nThe cause is a shared **process-global**, `WORKSPACE_SHARED`. Production sets it once at boot, but the prerun tests `set_shared(...)` it and read it concurrently \u2014 so one parallel test's shared data leaks into another's payload (e.g. a test asserting `shared` is *empty* sees another test's `{team:{therapists:[\u2026]}}`). It's a test-isolation race, **not a production bug**.\\n\\n## The fix (root cause, not a re-run)\\nTake `shared` as an explicit argument instead of reading the global in the hot path:\\n- Split `augment_payload_with_shared(payload)` (thin wrapper reading the global) from a pure `augment_payload_with_shared_value(payload, shared)`.\\n- `resolve_for_each_items` now takes `shared`; its **one** production caller (`foreach.rs`) reads `\"\n  },\n  {\n    \"id\": \"github-pr-review-submission-897e4612738bb344\",\n    \"kind\": \"pr_review_submission\",\n    \"label\": \"positive_human_signal\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/135#pullrequestreview-4515965044\",\n    \"text\": \"GitHub PR review submission: positive_human_signal\\nPolarity: neutral\\nReview state: APPROVED\\nRepo: SC0RED/Agency\\nPull request: #135 fix(prerun): kill cross-test flake \u2014 thread shared instead of a process-global\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/135#pullrequestreview-4515965044\\nBody:\\n\"\n  }\n]\nChanged files:\n[\n  {\n    \"id\": \"github-pr-file-file-621051ded55fe062\"\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-9e08bad3e781e801", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374087, "scanner": "foundry_dataset", "fingerprint": "097173f14503f3fa215a43a3d2cf1d81eab0af43b8c05a0f8b2aea6a858941e6", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#133", "human_labels": ["test_ci_gap"], "issue_number": "133", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "SC0RED/Agency", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-5e7b70c253d93f17", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#133\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#133\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'test_ci_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-9a18ff197e149da7\",\n    \"kind\": \"issue_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/issues/133\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: issue_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/issues/133\\nTitle: Parallel-agent isolation: worktree-per-agent workflow (ports, sccache, ephemeral, deploy safety)\\nBody:\\n## Problem\\n\\nMany agent sessions (separate Claude Code instances, headless/cron jobs) run against this repo on the same box (desktop + EC2 hosts). They share **one working tree**, so one agent's uncommitted edits are visible to \u2014 and clobberable by \u2014 every other agent, and a build/deploy from that tree sweeps up half-finished work. Concrete past incidents are recorded in the guard hooks (2026-06-10/06-11).\\n\\nThe defensive half already exists (#98: `guard-edit.sh`, `guard-bash.sh`) and deploys already build from committed refs (`deploy-runtime.yml`). What's missing is the **ergonomic + resource-isolation layer**: a blocked agent is told to hand-run `git worktree add`, then still collides on `target/`, Redis, and ports.\\n\\n## Fix\\n\\nOne isolated worktree + branch per agent, each with a runnable, collision-free environment:\\n\\n- `scripts/agent-wt.sh` \u2014 `new`/`ls`/`path`/`rm`/`gc`; worktrees outside the repo; lock-guarded slot registry \"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-f5df24459e065801\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: SC0RED/Agency\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 6, \"artifact_supports_design_schema_api\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families:\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-5dc115e32ae58aad", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374086, "scanner": "foundry_dataset", "fingerprint": "3a0f50156db239b8d9f20b4ac00caeda9295afd931d7c600d45742edc61919ca", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#132", "human_labels": ["api_integration_gap", "api_or_backend", "positive_human_signal", "test_ci_gap", "test_or_ci", "ui_or_frontend"], "issue_number": "132", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.82, "repo_full_name": "SC0RED/Agency", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-1fb74c332e32fcca", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 11, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"test_or_ci": 3, "api_or_backend": 6, "ui_or_frontend": 2}, "linked_commit_count": 11, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#132\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#132\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 3\nLinked commit count: 11\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 11\nLabels: {'test_ci_gap': 1, 'api_integration_gap': 1, 'positive_human_signal': 1}\nPolarities: {'bad': 2, 'neutral': 1}\nChanged file labels: {'api_or_backend': 6, 'test_or_ci': 3, 'ui_or_frontend': 2}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-7dcba875ca146c26\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/132\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/132\\nTitle: feat(dashboard): Route inspector + template viewer + readable pre-run/tools\\nBody:\\nBuilds on the Routes view to make the dashboard interconnected around **the route as a hub** \u2014 everything clickable, config + runtime converging. (Chris's Routes feedback.)\\n\\n## Phase 1 \u2014 Routes page legibility\\n- **Click into the template.** Template paths are now clickable \u2192 a viewer modal. New `/api/dashboard/template?path=` endpoint serves a *loaded* template's content; the loaded templates map is the allow-list, so an arbitrary `path=` can't traverse the filesystem (404). Templates are threaded into `DashboardState` at boot.\\n- **Pre-run is legible.** Instead of \\\"7 steps\\\", pre-run renders as a **numbered pipeline** \u2014 each step's kind (`single`/`parallel`/`for_each`), name, and tool. `routes_config` now serializes the `PreRunStep` tree.\\n- **Tools un-jumbled.** Split into **LLM tools** vs **pre-run tools**, each a clean list with role gates.\\n\\n## Phase 2 \u2014 the Route inspector (the unification)\\n- A **Route inspector drawer** joins a route's *\"\n  },\n  {\n    \"id\": \"github-pr-review-submission-b8a58a0e0190edf0\",\n    \"kind\": \"pr_review_submission\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/132#pullrequestreview-4515444017\",\n    \"text\": \"GitHub PR review submission: api_integration_gap\\nPolarity: bad\\nReview state: CHANGES_REQUESTED\\nRepo: SC0RED/Agency\\nPull request: #132 feat(dashboard): Route inspector + template viewer + readable pre-run/tools\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/132#pullrequestreview-4515444017\\nBody:\\n**Actionable comments posted: 4*\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-323777f51309e8e0", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374085, "scanner": "foundry_dataset", "fingerprint": "f0dc17919784bb9fce75c9a95c46e6f48302ea0aa8cb0df69b0d5017ea1a3a98", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#131", "human_labels": ["api_integration_gap", "api_or_backend", "positive_human_signal", "security_auth_secret", "test_or_ci", "ui_or_frontend"], "issue_number": "131", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.912, "repo_full_name": "SC0RED/Agency", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-52793da01fb4f904", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 13, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"test_or_ci": 3, "api_or_backend": 5, "ui_or_frontend": 5}, "linked_commit_count": 11, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 1, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#131\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#131\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 3\nLinked commit count: 11\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 13\nLabels: {'security_auth_secret': 1, 'api_integration_gap': 1, 'positive_human_signal': 1}\nPolarities: {'bad': 2, 'neutral': 1}\nChanged file labels: {'api_or_backend': 5, 'test_or_ci': 3, 'ui_or_frontend': 5}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-d5c3b41f13cbb814\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/131\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/131\\nTitle: feat(dashboard): Routes & config view + 7d Activity axis fix\\nBody:\\nAddresses the morning-review feedback batch. Questions answered separately; this PR is the **build**.\\n\\n## 1. Routes & configuration view (the big ask)\\nA new **Routes** view visualizing the agent's routing config so you read it visually instead of opening YAML/markdown in a repo. For each rule it shows:\\n- the **match condition** (the `Condition` AST \u2014 `equals`/`in`/`matches`/`all_of`/`any_item`/\u2026 \u2014 rendered as a readable predicate),\\n- the **template** path, the **tools** (with \ud83d\udd12 role gates), **pre-run** steps,\\n- per-rule **model/tier**, **authorize** roles, **max-turns**, **single-flight**, **dispatches**, and cron schedule for scheduled rules.\\n\\n**Backend:** `routes_config::routing_to_json` hand-projects `WorkspaceConfig.routing` into UI JSON (the config types are `Deserialize`-only, so hand-written \u2014 which also lets it expose exactly the UI's fields). `DashboardState` carries the agent's routes (pre-serialized once at boot); `/api/dashboard/route\"\n  },\n  {\n    \"id\": \"github-pr-review-submission-ece4f088c1cd96af\",\n    \"kind\": \"pr_review_submission\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/131#pullrequestreview-4512291859\",\n    \"text\": \"GitHub PR review submission: api_integration_gap\\nPolarity: bad\\nReview state: CHANGES_REQUESTED\\nRepo: SC0RED/Agency\\nPull request: #131 feat(dashboard): Routes & config view + 7d Activity axis fix\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/131#pullrequestreview-4512291859\\nBody:\\n**\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-92a8ff204d785025", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374084, "scanner": "foundry_dataset", "fingerprint": "0ea2af32b7aa04a42ccaa78d35ba687779028aa605aa64f559b64d7405ac050d", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#130", "human_labels": ["api_or_backend", "docs_or_claims", "positive_human_signal", "runtime_failure", "security_auth_secret", "source_or_other", "test_or_ci", "ui_or_frontend"], "issue_number": "130", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.895, "repo_full_name": "SC0RED/Agency", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-e5105cedfadeb77e", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 14, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"test_or_ci": 4, "api_or_backend": 4, "docs_or_claims": 1, "ui_or_frontend": 4, "source_or_other": 1}, "linked_commit_count": 11, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 1, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#130\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#130\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 3\nLinked commit count: 11\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 14\nLabels: {'security_auth_secret': 1, 'runtime_failure': 1, 'positive_human_signal': 1}\nPolarities: {'bad': 2, 'neutral': 1}\nChanged file labels: {'docs_or_claims': 1, 'source_or_other': 1, 'api_or_backend': 4, 'test_or_ci': 4, 'ui_or_frontend': 4}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-e15a9f7fcbd7bb63\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/130\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/130\\nTitle: feat(dashboard): graph component extraction + window-aware Cost + fleet selector\\nBody:\\nSpec: `openspec/changes/dashboard-graph-component-and-ux/design.md`. Three reworks Chris asked for, built design-first.\\n\\n## 1. Entity-graph extracted into a mountable component (the architectural core)\\nThe renderer was welded into a 662-line standalone page. Rather than iframe-embed it (a coupling hack: double token bootstrap, state-sync only via reload) or copy it into `page.html` (DRY violation), it's extracted into **`/dashboard/graph.js`** \u2014 a container-scoped, prop-driven component served as a static asset (same pattern as `artifact-modal.css`):\\n\\n```\\nwindow.mountEntityGraph(container, { token, agentId }) -> { setAgent, destroy }\\n```\\n\\nIt sizes to its host via `ResizeObserver` (not `100vw/100vh`), takes token + agent as **inputs** (never reads `sessionStorage`/URL itself), and owns its listener/RAF lifecycle. Both consumers are now thin: the standalone `/dashboard/graph` shell and the new in-page Graph view mount the same c\"\n  },\n  {\n    \"id\": \"github-pr-review-submission-2832fa054d3d82d9\",\n    \"kind\": \"pr_review_submission\",\n    \"label\": \"runtime_failure\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/130#pullrequestreview-4511846811\",\n    \"text\": \"GitHub PR review submission: runtime_failure\\nPolarity: bad\\nReview state: CHANGES_REQUESTED\\nRepo: SC0RED/Agency\\nPull request: #130 feat(dashboard): graph component extraction + window-aware Cost + fleet selector\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/SC0RED/Age\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-1208027939fd1a7a", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374083, "scanner": "foundry_dataset", "fingerprint": "b0d091296a2e86e462761b2917bfe8af9c970d9a4fa8ec07640022143fb6f61f", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#13", "human_labels": ["agent_instruction_gap", "api_integration_gap", "human_feedback_general", "ui_workflow_gap"], "issue_number": "13", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "SC0RED/Agency", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-531127e4e7e5a993", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 14, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#13\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#13\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 4\nLinked commit count: 14\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'api_integration_gap': 1, 'human_feedback_general': 1, 'agent_instruction_gap': 1, 'ui_workflow_gap': 1}\nPolarities: {'bad': 3, 'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-7b4dc9ee461caf4c\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/13#issuecomment-4546324925\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: SC0RED/Agency\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/13#issuecomment-4546324925\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\n<!-- walkthrough_start -->\\n\\n<details>\\n<summary>\ud83d\udcdd Walkthrough</summary>\\n\\n## Walkthrough\\n\\nThis PR implements a boot-time startup drain for Gmail Pub/Sub mailboxes. It exposes the existing `dispatch_and_enqueue` path, builds a new module to synthesize and enqueue drain events before the server starts, and wires it into the application bootstrap sequence.\\n\\n## Changes\\n\\n**Boot-time Pub/Sub Drain**\\n\\n|Layer / File(s)|Summary|\\n|---|---|\\n|**Public API exposure for dispatch path** <br> `src/http/ingest.rs`, `src/http/mod.rs`, `src/runtime/mod.rs`|`dispatch_and_enqueue` is made public with documentation of its reuse by the boot-time drain; the function is re-exported through `http::mod.rs`, and a new `startup_drain` submodule is declared in `runtime::mod.rs`.|\\n|**Startup drain logic and condition traversal** <br> `src/runtime/startup_drain.rs`|The new module filters Pub/Sub routes, walks the routing condition AST to extr\"\n  },\n  {\n    \"id\": \"github-feedback-comment-69462df33ddddd0a\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/13#issuecomment-4546561421\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: SC0RED/Agency\\nAuthor: sonarqubecloud[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/13#issuecomment-4546561421\\nTitle: \\nBody:\\n## [![Quality Gate Failed](https://sonarsource.github.io/sonarcloud-github-static-resources/v2/checks/QualityGateBadge/qg-failed-20px.png 'Qua\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-f4180ff6138a978f", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374082, "scanner": "foundry_dataset", "fingerprint": "b730bef87d0c44accdcef84268919cb7a3cfa3bb9b76c77130bcdebe534286de", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#129", "human_labels": ["test_ci_gap", "ui_or_frontend"], "issue_number": "129", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "SC0RED/Agency", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-ca526e69f2ebbbda", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 1, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"ui_or_frontend": 1}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#129\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#129\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 1\nLabels: {'test_ci_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'ui_or_frontend': 1}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-0cc4e0faeee78cf1\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/129\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/129\\nTitle: feat(dashboard): add a 'Today' window (since ET midnight)\\nBody:\\n## Summary\\nAdds a **Today** option to the dashboard window toggle \u2014 everything since ET midnight (calendar day), alongside the existing 1h/6h/24h/7d rolling windows.\\n\\n## Why it's a one-line frontend change\\nThe backend `TimeWindow` already fully supports `today` (resolves to `date_trunc('day', now() AT TIME ZONE 'America/New_York')`, buckets like 24h) from the earlier #105 work \u2014 that logic survived the Control Plane rework. Only the toggle button and its `WINDOW_LABELS` phrase were missing. The generic click handler and `?window=` plumbing pick it up with no other changes.\\n\\n## Test plan\\n- [ ] CI green (page.html is a compiled-in static asset; lint/test cover it)\\n- [ ] Click **Today** on the live dashboard \u2192 KPIs/feeds scope to since-midnight ET\"\n  }\n]\nChanged files:\n[\n  {\n    \"id\": \"github-pr-file-file-cff9acee44fdc37d\",\n    \"filename\": \"src/dashboard/page.html\",\n    \"label\": \"ui_or_frontend\",\n    \"status\": \"modified\",\n    \"additions\": 2,\n    \"deletions\": 1,\n    \"changes\": 3,\n    \"blob_url\": \"https://github.com/SC0RED/Agency/blob/0b121c78eaef6af3130341c9fd20fd378e716298/src%2Fdashboard%2Fpage.html\"\n  }\n]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-616afa5022d95e57\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: SC0RED/Agency\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 6, \"artifact_supports_design_schema_api\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schema\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-f44c90741ebd69cb", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374081, "scanner": "foundry_dataset", "fingerprint": "02cab6594bc3881fc1b8bf324a54a93368c50fdac366168d2459ff30264185c5", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#127", "human_labels": ["agent_instruction_gap"], "issue_number": "127", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.82, "repo_full_name": "SC0RED/Agency", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-97c9d087df429611", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 2, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#127\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#127\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 2\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-1f5991a95800d9e0\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/127\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/127\\nTitle: feat(cli): add `agency render-check` \u2014 render a template against a fixture\\nBody:\\nCloses the gap between `validate-workspace` (LOAD layer) and a live cutover (does it RENDER). Runs the daemon own load_workspace -> render_context::build -> template::render under Strict-undefined against a fixture event, surfacing an undefined-variable drop offline with the exact variable + line, zero side effects.\\n\\nCaught a real prod incident: a thin-router rewrite used bare `{% if memories %}`; `memories` is absent when the lookup returns nothing, so under Strict-undefined the event was rejected + dropped. This subcommand reproduces that offline (empty fixture -> RENDER FAILED at the exact line) and confirms the fix.\\n\\nMakes `render_context::build` pub. ~130 lines.\\n\\nCo-authored-by: Claude <noreply@anthropic.com>\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-39fe25c67045c094\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: SC0RED/Agency\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 6, \"artifact_supports_design_schema_api\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 1, \"designs\": 1, \"docs\": 5, \"generated_claims\": 1}\nHelicopter views: {\"schemas\": 2}\nBundle labels: {\"source_backed_fake_real_verification_bundle\": 1}\nCo-occurrence labels: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-74d5dec32f57f77a", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374080, "scanner": "foundry_dataset", "fingerprint": "1de8a15e46cd9f152af3f8025faf7a2b3f73e68a4cc834e4ef69f3fec9a2561e", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#125", "human_labels": ["test_ci_gap"], "issue_number": "125", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "SC0RED/Agency", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-cc6c8052d76e7ae2", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#125\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#125\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'test_ci_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-82b2d5988f01b6c0\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/125\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/125\\nTitle: ci(deploy): wire clawndom into the fleet deploy (patch+scarlett)\\nBody:\\nThe runtime deploy (`deploy-runtime.yml`) reached only the canary (winston-agent); the `fleet` job was a no-op stub with `fleet_hosts=[]`, so **clawndom (patch + scarlett) was being left on a stale binary** every deploy.\\n\\n## Change\\n- `build` job emits `fleet_hosts=[{host:clawndom, roles:\\\"patch,scarlett\\\", ports:\\\"8793,8794\\\"}]`. Roles/ports are **comma-separated** (ssh flattens argv \u2192 a space would split one value into two; the remote re-splits on comma).\\n- `fleet` job: real ship \u2192 atomic-swap \u2192 restart \u2192 90s health-check \u2192 auto-rollback, parameterized over `$ROLES`/`$PORTS`, mirroring the **proven canary job** (which is left untouched).\\n\\n## Verified against the live box\\nclawndom matches winston-agent's convention exactly \u2014 `~/agency-{patch,scarlett}/agency`, `agency-{patch,scarlett}.service` (both active), passwordless `sudo systemctl`, x86_64 (same arch \u2192 the single CI-built binary deploys to both). All 4 services currently `/api/health` healthy.\\n\\nStag\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-300973c6f0d71121\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: SC0RED/Agency\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 6, \"artifact_supports_design_schema_api\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact f\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-36fcecc81baf2454", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374079, "scanner": "foundry_dataset", "fingerprint": "d5ec4e329942b4edb072a1c343ffe20d086e4ad4a0042f4c4bcff0bfc522b660", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#124", "human_labels": ["api_integration_gap"], "issue_number": "124", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "SC0RED/Agency", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-0cfa064bfc5f8668", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#124\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#124\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'api_integration_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-6112c704884495cf\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/124\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/124\\nTitle: fix(workspace): inject system-docs as context data, not spliced source (rebased #120)\\nBody:\\nRebase of **#120** onto post-refactor `development` (its original base predated the god-file decomposition that split `loader.rs`\u2192`loader/`).\\n\\n## Root-cause fix\\n`resolve_system_docs` inlined `{{system-doc:PATH}}` content **verbatim into the template string**, so any `{{ }}`/`{% %}` inside a doc became live minijinja syntax and hard-failed under `UndefinedBehavior::Strict` (the intake-webhook 500 bug class behind winston-agency#258; #259 was the symptom patch). Now the loader rewrites the directive to a context subscript `{{ system_docs[\\\"PATH\\\"] }}` and the doc content travels as **data** on the same rail as `shared` \u2014 emitted verbatim, never parsed. Final rendered prompts are **byte-identical**; the `safe_join_within` path-escape guard is unchanged.\\n\\n## Reconciled onto the refactor\\n- Loader change \u2192 `workspace/loader/system_docs.rs` + `loader/mod.rs` (new locations).\\n- `dispatch.rs` was pinned at its ratchet baseline, so th\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-3404ce2df4cebc1f\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: SC0RED/Agency\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 6, \"artifact_supports_design_schema_api\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-3bec51474a8c944b", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374078, "scanner": "foundry_dataset", "fingerprint": "c01c3d46692deff33d16fefad82d5343616f9f45bebe220973c64a5203f6f0d1", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#123", "human_labels": ["agent_instruction_gap"], "issue_number": "123", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.82, "repo_full_name": "SC0RED/Agency", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-7958a245ba5d7d6e", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 1, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#123\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#123\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 1\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-f0a0ac084edce9ca\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/123\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/123\\nTitle: refactor: decompose tasks + loader + modelbench cli/run (cluster 9)\\nBody:\\n**God-file burn-down, cluster 9** (worst of the tail tier, after the 8 designed clusters). Pure refactor \u2014 no behavior change.\\n\\n## What\\n- `http/tasks.rs` (501) \u2192 `tasks/` \u2014 staged SRP (http/ingest family).\\n- `workspace/loader.rs` (462) \u2192 `loader/` \u2014 plain SRP.\\n- `modelbench/cli.rs` (409) \u2192 `cli/` \u2014 plain SRP.\\n- `modelbench/run.rs` (388) \u2192 `run/` \u2014 `run` = **Template Method** spine.\\n- Every file \u2264300 raw.\\n\\n## Verification\\n- clippy -D warnings, fmt, ratchet, naming: clean\\n- 30 tests pass (8 tasks + 13 loader + 6 cli + 3 run), 0 added\\n- Preserved exactly: **SPE-2174** propagated-actor fail-closed, system-doc path-escape guard, modelbench spend-ceiling abort+resume, adaptive escalation\\n- **Local exact coverage gate 90.40%**\\n- Public surface unchanged (clippy --all-targets compiles all callers)\\n\\n\ud83e\udd16 Generated with [Claude Code](https://claude.com/claude-code)\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-907a1c5e28d03bd0\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: SC0RED/Agency\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 6, \"artifact_supports_design_schema_api\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 1, \"designs\": 1, \"docs\": 5, \"generated_claims\": 1}\nHelicopter views: {\"schemas\":\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-2cbac6fafdfc3cae", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374077, "scanner": "foundry_dataset", "fingerprint": "6d5585465f55b860e469b7347c11c751d3536ea934749e6c28cb1335069786a1", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#122", "human_labels": ["security_auth_secret"], "issue_number": "122", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.82, "repo_full_name": "SC0RED/Agency", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-8589c41b55769ec4", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 1, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#122\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#122\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 1\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-91c6ca6dd6b5022d\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/122\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/122\\nTitle: refactor(scheduled,entities): decompose fire + 2 api god files (cluster 8/8, final)\\nBody:\\n**God-file burn-down, cluster 8 of 8 \u2014 the final cluster.** Pure refactor \u2014 no behavior change.\\n\\n## What\\n- `scheduled/fire.rs` (773) \u2192 `fire/` modules. `fire_one` = **Template Method**.\\n- `scheduled/api.rs` (561) \u2192 `api/` modules \u2014 **plain SRP** handler split, shared `state.rs` (dashboard/api pattern).\\n- `entities/api.rs` (849) \u2192 `api/` modules \u2014 **plain SRP**.\\n- Every file \u2264300 raw.\\n\\n## Verification\\n- clippy -D warnings, fmt, ratchet, naming: clean\\n- 38 tests pass (14 fire + 15 scheduled/api + 9 entities/api), 0 added\\n- Preserved exactly: cron/once due-window + lease/claim dedupe, next-fire bookkeeping, bearer auth + Postgres error mapping per handler, **SPE-2178** relate audit (pg_repository untouched), RFC-7807 boundary, serde validation\\n- **Local exact coverage gate 90.42%**\\n- Public surface unchanged (clippy --all-targets compiles all routers/callers)\\n\\nCompletes the 8-cluster decomposition: claude_cli, assembly, prerun\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-329d8ffce0c8c884\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: SC0RED/Agency\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 6, \"artifact_supports_design_schema_api\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_pro\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-0a207650e4c4f04e", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374076, "scanner": "foundry_dataset", "fingerprint": "07ab8259e3d968116496a6203db4b5afb29cb39695668ed56a11e5ac3638b45a", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#121", "human_labels": ["agent_instruction_gap"], "issue_number": "121", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.82, "repo_full_name": "SC0RED/Agency", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-fff463cb35f3c07f", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 1, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#121\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#121\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 1\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-dfc2c29f63c0f1d7\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/121\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/121\\nTitle: refactor(workspace): decompose pipeline + config (cluster 7/8)\\nBody:\\n**God-file burn-down, cluster 7 of 8.** Pure refactor \u2014 no behavior change.\\n\\n## What\\n- `workspace/pipeline.rs` (981) \u2192 `pipeline/` modules. `DispatchPipeline::run` = **Template Method**; `enrichment`/`actor` = **Strategy collaborators**; `authorize_gate` = SRP evaluator.\\n- `workspace/config.rs` (886) \u2192 `config/` modules \u2014 **plain SRP** type-split; high-fan-out types preserved via `pub use`.\\n- Every file \u2264300 raw.\\n\\n## Verification\\n- clippy -D warnings, fmt, ratchet, naming: clean\\n- 18 pipeline + 16 config tests pass; preserved exactly: stop-signal\u2192Skipped, **SPE-2174** runtime-actor strip + fail-closed, single-flight `GateDecision`, size-cap, `parse_workspace` validation\\n- **Local exact coverage gate 90.41%**\\n- Public surface unchanged (clippy --all-targets compiles all crate-wide callers)\\n\\n\ud83e\udd16 Generated with [Claude Code](https://claude.com/claude-code)\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-546f04d47272a940\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: SC0RED/Agency\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 6, \"artifact_supports_design_schema_api\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 1, \"designs\": 1, \"docs\": 5, \"generated_claims\": 1}\nHelicopter views: {\"schemas\": 2}\nBundle\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-30bb4b5de708023f", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374075, "scanner": "foundry_dataset", "fingerprint": "44ff1edc8a8ccdd7d08e53564fe3d5e3b976194dd7f08bd3a8aaa2ae0c1ae381", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#119", "human_labels": ["agent_instruction_gap"], "issue_number": "119", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.82, "repo_full_name": "SC0RED/Agency", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-964daa92d519008a", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 1, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#119\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#119\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 1\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-8d1a9c3cb2d8bdf1\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/119\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/119\\nTitle: refactor(http,queue): decompose ingest + worker (cluster 6/8)\\nBody:\\n**God-file burn-down, cluster 6 of 8.** Pure refactor \u2014 no behavior change.\\n\\n## What\\n- `http/ingest.rs` (1212) \u2192 `ingest/` modules (mod/signature/dedupe/context/events/responses) \u2014 **plain SRP** (explicitly not Chain-of-Responsibility).\\n- `queue/worker.rs` (931) \u2192 `worker/` modules (mod/single_flight/events) \u2014 `CoalesceReDispatcher` = **Strategy + deferred-init** (ArcSwap idiom).\\n- Every file \u2264300 raw; tests mirrored into subtrees.\\n\\n## Verification\\n- clippy -D warnings, fmt, ratchet, naming: clean\\n- 30 ingest + 17 worker tests pass; **INC-20260529 ack-failure-still-releases** preserved with a dedicated regression test\\n- **Local exact coverage gate 90.36%** (+17 targeted tests for newly-exposed emitter/builder/dispatcher seams)\\n- Public surface (`ingest`/`dispatch_and_enqueue`/`Worker`/`CoalesceReDispatcher`) unchanged\\n\\n\ud83e\udd16 Generated with [Claude Code](https://claude.com/claude-code)\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-c611fbf6576cc22e\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: SC0RED/Agency\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 6, \"artifact_supports_design_schema_api\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 1, \"designs\": 1, \"docs\": 5, \"generated_claims\": 1}\nHelicopter\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-6769600f53f41ede", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374074, "scanner": "foundry_dataset", "fingerprint": "1b15b2ea43f2f26c527e860481bd18e4602c129ca1a34cf1d48f7652490c38cc", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#117", "human_labels": ["api_integration_gap"], "issue_number": "117", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "SC0RED/Agency", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-4ad3d0a58df65bdf", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#117\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#117\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'api_integration_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-d492683a87d362d9\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/117\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/117\\nTitle: refactor(main): decompose entrypoint into thin coordinator + boot modules (cluster 4/8)\\nBody:\\n**God-file burn-down, cluster 4 of 8.** Pure refactor \u2014 no behavior change.\\n\\n## What\\n- `main.rs` (1547 LOC) \u2192 **88-line** thin coordinator + `bootstrap/`, `runtime_assembly/`, `cli/`, `server.rs`, `runtime_deps.rs` (every file \u2264300 raw).\\n- Boot ordering preserved exactly (AppState before re-dispatcher install; subscribers before serve \u2014 verified).\\n- **Coverage-neutral**: new boot-wiring modules added to the gate's `--ignore-filename-regex` (same treatment as `main.rs`/`parity.rs`/`smoke.rs` \u2014 non-request-path composition root). Local exact gate verified at **90.34%**.\\n\\n## Verification\\n- cargo build, clippy -D warnings, fmt, file-size ratchet, naming: clean\\n- 952 lib tests + 8 new pure-helper tests (parse_subcommand, derive_agent_id) pass\\n- Smoke agent OpenAI canary: PASS\\n- 11 pre-existing 4-param boot fns left verbatim (pass repo clippy.toml threshold=4)\\n\\n\ud83e\udd16 Generated with [Claude Code](https://claude.com/claude-code)\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-c6159e0f228b0981\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: SC0RED/Agency\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 6, \"artifact_supports_design_schema_api\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-f9da89cfe8866ae9", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374073, "scanner": "foundry_dataset", "fingerprint": "d56df2335bbf215ee645fd3abda7cddf97fd64ad0ed12ed793df6d6115260107", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#116", "human_labels": ["api_integration_gap"], "issue_number": "116", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "SC0RED/Agency", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-3827bd0cfb346497", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#116\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#116\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'api_integration_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-a90f41ff8a5b84ad\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/116\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/116\\nTitle: refactor(runtime): decompose prerun into Template Method + SRP (cluster 3/8)\\nBody:\\n**God-file burn-down, cluster 3 of 8 \u2014 the largest god file (2445 LOC).** Pure refactor, no behavior change.\\n\\n## What\\n- `prerun.rs` \u2192 `prerun/` module dir (11 production modules + test subtree), every file \u2264300 raw LOC.\\n- **Template Method** at `pipeline.rs` (`run_one_step` shape dispatch); all other modules plain SRP (documented; no pattern-dropping).\\n- Internal shape-runner + render functions bundled to \u22643 positional params via `StepExecution`/`RenderScope`.\\n\\n## Verification\\n- clippy -D warnings, fmt, file-size ratchet (\u2264300 raw verified manually too): clean\\n- 65 prerun unit tests pass (stop-signal, required-step rejection, parallel/forEach/single, render)\\n- Smoke agent OpenAI canary: PASS\\n- Public API unchanged; self-contained (only `prerun/` + baseline)\\n\\nNote: `execute_pre_run` stays 4-param here (pre-existing public API at the repo's clippy.toml threshold); its param-bundle is deferred to the workspace cluster (7) where `pipel\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-3fc3c79ab7a8dfdc\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: SC0RED/Agency\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 6, \"artifact_supports_design_schema_api\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-3aaae62252e62f8b", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374072, "scanner": "foundry_dataset", "fingerprint": "17b7c8f7be36076f1a1d6460beda9b16242b22e0897db9107f74e6353bf84e5e", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#115", "human_labels": ["security_auth_secret"], "issue_number": "115", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.82, "repo_full_name": "SC0RED/Agency", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-ee894b35364859f6", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 1, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#115\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#115\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 1\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-c3e877bd401043e8\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/115\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/115\\nTitle: refactor(runtime): decompose assembly into Factory/Strategy (cluster 2/8)\\nBody:\\n**God-file burn-down, cluster 2 of 8.** Pure refactor \u2014 no behavior change.\\n\\n## What\\n- `assembly.rs` (2110 LOC) \u2192 `assembly/` module dir, every file \u2264300 LOC.\\n- **Abstract Factory** (`runner_factory`) for runner construction; **Strategy** (`model_selection`) for the four-way model precedence; SRP modules for gating/prerun-validation/env-secrets/schedule.\\n- **Provider-identity containment**: production `RunnerKind` matching now lives only in the Strategy + Factory; the rest of assembly is provider-blind.\\n\\n## Verification\\n- clippy -D warnings, fmt, file-size ratchet: clean\\n- 35 assembly unit tests pass (precedence, conflict-rejection, provider-override, auth/pool, prerun-validation, env-secrets, schedule/group)\\n- 122 runner tests unaffected\\n- Smoke agent OpenAI canary: PASS\\n- Public API unchanged (coordinator re-exports)\\n\\n\ud83e\udd16 Generated with [Claude Code](https://claude.com/claude-code)\\n\\n<!-- This is an auto-generated comment: release not\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-9357ed368efb417b\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: SC0RED/Agency\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 6, \"artifact_supports_design_schema_api\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_pr\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-da31282341c12c97", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374071, "scanner": "foundry_dataset", "fingerprint": "14545b2431622e5f49b901acc8e21a5f0972b1e595e33e3bced0c97a6855e14a", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#114", "human_labels": ["api_integration_gap"], "issue_number": "114", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "SC0RED/Agency", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-bd04d396b5c9959a", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#114\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#114\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'api_integration_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-09b2c483c4ac2fe0\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/114\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/114\\nTitle: refactor(runners): decompose claude_cli + shared RunObserver (cluster 1/8)\\nBody:\\n**God-file burn-down, cluster 1 of 8.** Pure refactor \u2014 no behavior change.\\n\\n## What\\n- `claude_cli.rs` (2134 LOC) \u2192 `claude_cli/` module dir, every file \u2264300 LOC.\\n- Run-lifecycle **Observer** lifted to shared `runners/run_observer` \u2014 used by both CLI and API runners; `RunLoopOutcome` trait abstracts the two outcome types; `new()`/`for_cli()` collapse divergence into construction.\\n- **Deletes** the duplicated CLI observability path (the consolidation flagged in review).\\n\\n## Verification\\n- clippy -D warnings, fmt, file-size ratchet: clean\\n- 122 runner unit tests pass (pool failover, ack-release, reclassify all intact)\\n- Smoke agent OpenAI canary: PASS (Ok, tool_dispatched, live API)\\n- CLI `job.run_completed` payload byte-identical (model-only label, no empty era keys)\\n\\n\ud83e\udd16 Generated with [Claude Code](https://claude.com/claude-code)\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-0419e57a33ffad60\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: SC0RED/Agency\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 6, \"artifact_supports_design_schema_api\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 1, \"designs\": 1, \"docs\": 5, \"generated_claims\": 1}\nHelicopter views: {\"sche\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-5448a66eb3a79b99", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374070, "scanner": "foundry_dataset", "fingerprint": "2eefdbe976b4b4159b1dfb67dfebb079dd4b579a5f93ba5d99f3c1312e74377c", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#113", "human_labels": ["test_ci_gap"], "issue_number": "113", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "SC0RED/Agency", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-eddea475eaf25950", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#113\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#113\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'test_ci_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-f74940ba980af2ad\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/113\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/113\\nTitle: feat: per-run transcript capture for the modelbench corpus\\nBody:\\nAdds `ArtifactKind::Transcript` (gzipped, retention-swept) + a `transcript_artifact` pointer on `job.run_completed` (joinable by job_id). CLI runner persists its full stream-json stdout; API runner serializes its Turn vec. Source corpus for benching tool-bearing routes (tool-I/O cassette + reference output) the truncated audit log and unpersisted outputs could not provide.\\n\\nVerified locally: clippy -D warnings clean; touched test modules green. CI runs the full make check-all (coverage + DB tests).\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n## Summary by CodeRabbit\\n\\n## Release Notes\\n\\n* **New Features**\\n  * Full multi-turn conversation transcripts are now captured for API Agent runs and command-line tool runs and saved as transcript artifacts for later review.\\n  * Transcript artifacts are surfaced in run-completion dashboard events to improve visibility alongside existing error artifacts.\\n* **Bug Fixes**\\n  * Transcript artifa\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-51ee7e25e1b75815\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: SC0RED/Agency\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 6, \"artifact_supports_design_schema_api\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact f\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-9d53118655f47b9a", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374069, "scanner": "foundry_dataset", "fingerprint": "c66d20a5cff528c7d6b8d773a7d03d3f8ddd9bb6188e305f5b3a718e54da463c", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#112", "human_labels": ["test_ci_gap"], "issue_number": "112", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "SC0RED/Agency", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-7c2d4b6df833224c", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#112\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#112\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'test_ci_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-27859d218679798f\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/112\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/112\\nTitle: ci(deploy-runtime): untagged tailnet key + 90s health window\\nBody:\\nMirrors the fixes that made `agency-tools` deploy work against these boxes (same box, same two infra bugs the other agent hit):\\n\\n1. **Drop `tags: tag:ci`** \u2014 the boxes are untagged personal devices running Tailscale SSH; a tagged runner node is refused at SSH (`tailnet policy does not permit you to SSH to this node`) even with a valid key. Untagged \u2192 joins as the owner's own device \u2192 `autogroup:self` admits it. So `TAILSCALE_AUTHKEY` must be an **untagged** reusable key (OAuth clients can't help \u2014 `auth_keys` scope forces a tag). Verified live today.\\n2. **90s health window** (was ~30s) + rollback verify loop (was `sleep 8`) \u2014 Winston's boot exceeds 30s and was false-failing.\\n\\nManual-only deploy, so no auto-run. After merge, set `TAILSCALE_AUTHKEY` (untagged reusable key) and dispatch to validate.\\n\\n\ud83e\udd16 Generated with [Claude Code](https://claude.com/claude-code)\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-a102d221893679dc\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: SC0RED/Agency\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 6, \"artifact_supports_design_schema_api\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 1, \"designs\": 1, \"docs\": 5, \"generated_claims\": 1}\nHelicopter views: {\"schemas\": 2}\nBund\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-a40d8919a8b7dc57", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374068, "scanner": "foundry_dataset", "fingerprint": "35b146e85a85e87d1d46ac3ebeed329ced41d3bd067d1fffb29707635dcd8aef", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#110", "human_labels": ["runtime_failure"], "issue_number": "110", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.795, "repo_full_name": "SC0RED/Agency", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-5ef2c84bf59628ca", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#110\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#110\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'runtime_failure': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-b04af52cd9a02a40\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"runtime_failure\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/110\",\n    \"text\": \"GitHub feedback: runtime_failure\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/110\\nTitle: feat(cli): agency validate-workspace \u2014 authoritative config pre-flight for workspace self-service\\nBody:\\n## Why\\nThe safety rail for the onboard **workspace self-service** capability (an operator-facing agent that edits its own routes/templates/policies \u2014 declarative config, no engineer). An invalid `agency.yaml` or a missing/broken template would fail the daemon's fail-fast boot \u2014 an outage. So before the `workspace.propose` tool commits a change, it runs this against the edited copy and only proceeds on exit 0.\\n\\n## What\\n`agency validate-workspace [<dir>]` runs the daemon's **own loader** (`load_workspace`): YAML + serde-schema parse, every referenced template present/readable, `system-doc` includes resolved. Exit 0 + summary on valid; non-zero + the loader's error on invalid. Authoritative because it's the same load path the daemon boots through \u2014 not a reimplementation.\\n\\nValidates the **load layer** (what gates boot). Runner assembly (tool/model resolution) is checked at actual boot \u2014 noted in the success output as \"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-22d481b7e341a0bb\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: SC0RED/Agency\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 6, \"artifact_supports_design_schema_api\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-8c553512f78b6205", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374067, "scanner": "foundry_dataset", "fingerprint": "21db137ef66c21c71175ff4d3e3f7f233d68c8dc157418e48dba342b4bdae2ce", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#104", "human_labels": ["ui_workflow_gap"], "issue_number": "104", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.82, "repo_full_name": "SC0RED/Agency", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-8417350e9417d0fa", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#104\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#104\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'ui_workflow_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-5f7d6e63033a7729\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"ui_workflow_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/104\",\n    \"text\": \"GitHub feedback: ui_workflow_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/104\\nTitle: feat(SPE-2185): per-agent cost budgets that scope with the filter\\nBody:\\nFollow-up to the cost tab. When you filter the cost view to one agent, the spend scopes correctly \u2014 but the **weekly budget was a single fleet value**, so it compared e.g. Winston's ~$134 against the $1000 *fleet* budget. Confusing, since the coding agents (Patch/Scarlett) cost ~10x the inbox agents.\\n\\n## Change\\nThe budget now **scopes with the filter**, stored per-scope in localStorage:\\n- Fleet view \u2192 fleet budget (existing `agency-cost-target`, default $1000).\\n- Each agent \u2192 its own budget (`agency-cost-target:<agent>`, default $250), set independently.\\n\\nThe budget label and the *week-to-date* line now name the scope (`fleet` vs `<agent>`), so it's unambiguous which budget is shown and the pace projection is apples-to-apples.\\n\\nFrontend only (page.html / localStorage). Structural guard + naming green.\\n\\n_Note: the spend-scoping itself was already shipped (#102); this fixes the budget half so the whole view is coherent per-agent._\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-9857c87148d32f6f\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: SC0RED/Agency\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 6, \"artifact_supports_design_schema_api\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 1, \"designs\": 1, \"docs\": 5,\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-assumption_checks-c19c89dc7f365e5f", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: SC0RED/Agency"}, "properties": {"repobilityId": 374066, "scanner": "foundry_dataset", "fingerprint": "6b7f35d9cf169b20aff38c0507fea0a409c4ff1a16e8bf913f06fcb5f6a52928", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#102", "human_labels": ["runtime_failure"], "issue_number": "102", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "SC0RED/Agency", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-9bb7e9746f84bc4c", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: assumption_checks\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#102\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#102\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'runtime_failure': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-a3d109e18edbeb61\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"runtime_failure\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/102\",\n    \"text\": \"GitHub feedback: runtime_failure\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/102\\nTitle: fix(SPE-2185): cost tab \u2014 pace projection (PG14 numeric) + scope to selected agent\\nBody:\\nTwo post-launch fixes to the cost tab (#99).\\n\\n## 1. Pace projection showed ~$627k\\n`EXTRACT(EPOCH \u2026)` returns **`numeric`** on PostgreSQL 14+, so `week_elapsed` failed its `f64` decode and silently became `0` \u2192 `wtd / week_elapsed` blew up; the objective bar read \\\"0% through the week.\\\" Cast the ratio to `double precision`; added a `0 < week_elapsed <= 1` assertion (CI runs PG16, exercising the broken path).\\n\\n## 2. Cost view ignored the agent filter\\nClicking an agent card filtered the other panels but not the cost analysis (it was fleet-wide only). Now `/api/dashboard/cost` accepts `?agent_id=`, scoping week-to-date, daily, `by_route`, and `by_agent` to that agent (the daily filter rides in the LEFT JOIN `ON` clause so gap-filled empty days survive). 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Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "SC0RED/Agency#1", "human_labels": ["api_integration_gap"], "issue_number": "1", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "SC0RED/Agency", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-49888f2d9ffdb321", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": 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"comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: SC0RED/Agency"}, "properties": {"repobilityId": 416506, "scanner": "foundry_dataset", "fingerprint": "37cb770a1ef16ecab2dbf5595eb507715b089e6f8e68212608633dce40625794", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 5, "security_auth_secret": 1, "ci_pending_or_incomplete": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 17, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#97", "issue_number": "97", "quality_tiers": {"high_confidence": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-0b3bea6a04f1cabd", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_high_confidence_link\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#97\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#97\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#97\nRepo: SC0RED/Agency\nIssue/PR number: 97\nGraph consistency label: supported_by_high_confidence_link\nNodes: 15\nEdges: 17\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 5, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'high_confidence': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-76a2e63f439c9446", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: SC0RED/Agency"}, "properties": {"repobilityId": 416505, "scanner": "foundry_dataset", "fingerprint": "dfc39bb4aefe0d8db3e459e102a7a3f3bae216153bc1bd2c8ceff45bc3744fad", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 4, "dependency_or_build": 1, "security_auth_secret": 1, "ci_pending_or_incomplete": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 17, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#83", "issue_number": "83", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-8e2ef4cbe3474af1", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#83\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#83\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#83\nRepo: SC0RED/Agency\nIssue/PR number: 83\nGraph consistency label: weak_supervision_needs_review\nNodes: 15\nEdges: 17\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 4, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1, 'dependency_or_build': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-d3433c94396a5322", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: SC0RED/Agency"}, "properties": {"repobilityId": 416504, "scanner": "foundry_dataset", "fingerprint": "401df0c14419a93264556262bcfb69662577beee5ad6359034389c4e2b3cceb8", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 2, "test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#81", "issue_number": "81", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-4bfed4673de01d4e", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#81\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#81\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#81\nRepo: SC0RED/Agency\nIssue/PR number: 81\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-bc1ce2fabe1badc1", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: SC0RED/Agency"}, "properties": {"repobilityId": 416503, "scanner": "foundry_dataset", "fingerprint": "08df32959f7e237ef00e8e30c2a7a809d41dbfc6cc127c55b4d0fd92207db53c", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 2, "test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#79", "issue_number": "79", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-e7b4cce2e9728fd4", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#79\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#79\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#79\nRepo: SC0RED/Agency\nIssue/PR number: 79\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-502539e0a07465ff", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: SC0RED/Agency"}, "properties": {"repobilityId": 416502, "scanner": "foundry_dataset", "fingerprint": "36a40e3867a9accc57792d9e9aaa44920500110a7696270b1f2acb37f1ebb3ad", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 2, "test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#76", "issue_number": "76", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-14ef22d2b80f85ee", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#76\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#76\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#76\nRepo: SC0RED/Agency\nIssue/PR number: 76\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-bee77b646bdbc222", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: SC0RED/Agency"}, "properties": {"repobilityId": 416501, "scanner": "foundry_dataset", "fingerprint": "822f961a34d676066ca335b18801a513827dbc4295dc02ea459193a35090ef56", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 1, "test_ci_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#6", "issue_number": "6", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-ee616bf9ea452292", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#6\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#6\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#6\nRepo: SC0RED/Agency\nIssue/PR number: 6\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-8f1b715d33b26914", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: SC0RED/Agency"}, "properties": {"repobilityId": 416500, "scanner": "foundry_dataset", "fingerprint": "331849d61c3f3029016ddb837a1a939e9126699322446498e084039c87f36aa5", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 1, "test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#58", "issue_number": "58", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-fa04be27292c6aa2", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#58\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#58\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#58\nRepo: SC0RED/Agency\nIssue/PR number: 58\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-b1426636acd70d82", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: SC0RED/Agency"}, "properties": {"repobilityId": 416499, "scanner": "foundry_dataset", "fingerprint": "fa137462df8105fbedce1d2378764edf6093a00398b415a516f252eeffca2e4a", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 2, "test_ci_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 6, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 2, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 4, "human_reported_issue_then_verified_fix_attempt": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 8}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 39, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 7, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 28, "node_types": {"repo": 1, "commit": 8, "thread": 1, "comment": 3, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#52", "issue_number": "52", "quality_tiers": {"unresolved": 1, "assumption_check": 2, "weak_supervision": 4}, "repo_full_name": "SC0RED/Agency", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-e13ebccf09a62798", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#52\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#52\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#52\nRepo: SC0RED/Agency\nIssue/PR number: 52\nGraph consistency label: supported_by_verification_signal\nNodes: 28\nEdges: 39\nNode types: {'commit': 8, 'link_quality': 7, 'comment': 3, 'comment_chain': 3, 'alignment': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 7, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 6, 'claimed_resolved_with_verification_signal': 4, 'human_reported_issue_then_verified_fix_attempt': 2, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'data_schema_persistence': 1, 'security_auth_secret': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 8, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 4, 'assumption_check': 2, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-d3543880d792b40f", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: SC0RED/Agency"}, "properties": {"repobilityId": 416498, "scanner": "foundry_dataset", "fingerprint": "d90bed31910237865dc72ca51329411f8184e10d0a6f7ced76e94bcd87db4657", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 1, "test_ci_gap": 2, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 2, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 1, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6, "claimed_resolved_with_verification_signal": 2}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 39, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 7, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 26, "node_types": {"repo": 1, "commit": 6, "thread": 1, "comment": 3, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#5", "issue_number": "5", "quality_tiers": {"unresolved": 1, "assumption_check": 2, "weak_supervision": 4}, "repo_full_name": "SC0RED/Agency", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-342f07a7c2e592d8", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#5\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#5\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#5\nRepo: SC0RED/Agency\nIssue/PR number: 5\nGraph consistency label: supported_by_verification_signal\nNodes: 26\nEdges: 39\nNode types: {'link_quality': 7, 'commit': 6, 'comment': 3, 'comment_chain': 3, 'alignment': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 7, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'test_ci_gap': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'claimed_resolved_with_verification_signal': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'not_resolved_or_not_observed': 2, 'claimed_resolved_with_verification_signal': 2}\nQuality tiers: {'weak_supervision': 4, 'assumption_check': 2, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-b58074004178c56a", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: SC0RED/Agency"}, "properties": {"repobilityId": 416497, "scanner": "foundry_dataset", "fingerprint": "db89ac13bc8e50d121ee2cd78b6a81ad3b0b9b0e306e21daa533b1c617c091fb", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 2, "test_ci_gap": 3, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 10, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 4, "human_reported_issue_then_verified_fix_attempt": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 2, "claimed_resolved_with_verification_signal": 8}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 53, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 4, "thread_has_comment": 4, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 9, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 4, "comment_chain_links_commit": 15, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 4}, "node_count": 37, "node_types": {"repo": 1, "commit": 12, "thread": 1, "comment": 4, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 9, "comment_chain": 4, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#49", "issue_number": "49", "quality_tiers": {"unresolved": 1, "assumption_check": 3, "weak_supervision": 5}, "repo_full_name": "SC0RED/Agency", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-f3ba0bed0f1751fc", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#49\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#49\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#49\nRepo: SC0RED/Agency\nIssue/PR number: 49\nGraph consistency label: supported_by_verification_signal\nNodes: 37\nEdges: 53\nNode types: {'commit': 12, 'link_quality': 9, 'comment': 4, 'comment_chain': 4, 'alignment': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 15, 'chain_has_link_quality': 9, 'thread_has_comment': 4, 'thread_has_comment_chain': 4, 'comment_has_chain': 4, 'issue_chain_has_comment_chain': 4, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 10, 'claimed_resolved_with_verification_signal': 4, 'test_ci_gap': 3, 'blueprint_human_gap_alignment': 3, 'human_reported_issue_then_verified_fix_attempt': 2, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'comment_has_related_commit_context': 1, 'ambiguous_needs_more_evidence': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 8, 'ambiguous_needs_more_evidence': 2, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 5, 'assumption_check': 3, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-bdb192489eed4c21", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: SC0RED/Agency"}, "properties": {"repobilityId": 416496, "scanner": "foundry_dataset", "fingerprint": "377ab70b3ab56778228671cc6358d95e3d5120083fdfc77c4aea8fc94d190c54", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"keys": ["blueprint_human_gap_alignment", "claimed_resolved_with_verification_signal", "human_reported_issue_then_verified_fix_attempt", "data_schema_persistence", "verification_or_tests", "human_reported_issue_then_fix_attempt", "claimed_resolved_unverified", "agent_instruction_gap", "bug_fix", "comment_has_related_commit_context", "ambiguous_needs_more_evidence", "test_ci_gap", "security_auth_secret", "api_integration_gap", "generated_provenance", "thread_has_human_issue_and_fix_context", "issue_or_pull_request_thread", "ui_workflow_gap", "human_reported_issue_no_linked_fix", "not_resolved_or_not_observed", "partial blueprint fit"], "count": 21, "_omitted": "large_dict"}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_unverified": 16, "not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 10, "claimed_resolved_with_verification_signal": 38}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 373, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 31, "thread_has_comment": 31, "alignment_uses_comment": 20, "alignment_uses_finding": 20, "chain_has_link_quality": 53, "comment_aligns_finding": 20, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 31, "comment_chain_links_commit": 132, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 31}, "node_count": 160, "node_types": {"repo": 1, "commit": 20, "thread": 1, "comment": 31, "alignment": 20, "fix_outcome": 1, "issue_chain": 1, "link_quality": 53, "comment_chain": 31, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#45", "issue_number": "45", "quality_tiers": {"unresolved": 1, "assumption_check": 20, "weak_supervision": 32}, "repo_full_name": "SC0RED/Agency", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-fc3c713ae5db4556", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#45\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#45\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#45\nRepo: SC0RED/Agency\nIssue/PR number: 45\nGraph consistency label: supported_by_verification_signal\nNodes: 160\nEdges: 373\nNode types: {'link_quality': 53, 'comment': 31, 'comment_chain': 31, 'commit': 20, 'alignment': 20, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 132, 'chain_has_link_quality': 53, 'thread_has_comment': 31, 'thread_has_comment_chain': 31, 'comment_has_chain': 31, 'issue_chain_has_comment_chain': 31, 'alignment_uses_comment': 20, 'alignment_uses_finding': 20, 'comment_aligns_finding': 20, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'blueprint_human_gap_alignment': 20, 'claimed_resolved_with_verification_signal': 19, 'human_reported_issue_then_verified_fix_attempt': 17, 'data_schema_persistence': 11, 'verification_or_tests': 11, 'human_reported_issue_then_fix_attempt': 8, 'claimed_resolved_unverified': 8, 'agent_instruction_gap': 7, 'bug_fix': 7, 'comment_has_related_commit_context': 5, 'ambiguous_needs_more_evidence': 5, 'test_ci_gap': 4, 'security_auth_secret': 4, 'api_integration_gap': 4, 'generated_provenance': 2, 'thread_has_human_issue_and_fix_context': 2}\nOutcomes: {'claimed_resolved_with_verification_signal': 38, 'claimed_resolved_unverified': 16, 'ambiguous_needs_more_evidence': 10, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 32, 'assumption_check': 20, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-830d5276f1d2c2df", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: SC0RED/Agency"}, "properties": {"repobilityId": 416495, "scanner": "foundry_dataset", "fingerprint": "32a20c9d58011a4ef2fa83c8d48a2ebe78f19526e530ea663e02f9e52482cf7e", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 2, "test_ci_gap": 4, "deployment_env_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 9, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 5, "blueprint_human_gap_alignment": 4, "comment_has_related_commit_context": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 2, "human_reported_issue_then_verified_fix_attempt": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 10, "claimed_resolved_with_verification_signal": 4}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 77, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 6, "thread_has_comment": 6, "alignment_uses_comment": 4, "alignment_uses_finding": 4, "chain_has_link_quality": 12, "comment_aligns_finding": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 6, "comment_chain_links_commit": 25, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 6}, "node_count": 44, "node_types": {"repo": 1, "commit": 11, "thread": 1, "comment": 6, "alignment": 4, "fix_outcome": 1, "issue_chain": 1, "link_quality": 12, "comment_chain": 6, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#43", "issue_number": "43", "quality_tiers": {"unresolved": 1, "assumption_check": 4, "weak_supervision": 7}, "repo_full_name": "SC0RED/Agency", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-377ed11876c77467", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#43\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#43\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#43\nRepo: SC0RED/Agency\nIssue/PR number: 43\nGraph consistency label: supported_by_verification_signal\nNodes: 44\nEdges: 77\nNode types: {'link_quality': 12, 'commit': 11, 'comment': 6, 'comment_chain': 6, 'alignment': 4, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 25, 'chain_has_link_quality': 12, 'thread_has_comment': 6, 'thread_has_comment_chain': 6, 'comment_has_chain': 6, 'issue_chain_has_comment_chain': 6, 'alignment_uses_comment': 4, 'alignment_uses_finding': 4, 'comment_aligns_finding': 4, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 9, 'ambiguous_needs_more_evidence': 5, 'test_ci_gap': 4, 'blueprint_human_gap_alignment': 4, 'comment_has_related_commit_context': 3, 'human_reported_issue_then_verified_fix_attempt': 2, 'bug_fix': 2, 'claimed_resolved_with_verification_signal': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'deployment_env_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 10, 'claimed_resolved_with_verification_signal': 4, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 7, 'assumption_check': 4, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-7be5dc136371fe99", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: SC0RED/Agency"}, "properties": {"repobilityId": 416494, "scanner": "foundry_dataset", "fingerprint": "ce718f54cb08e29d3e5d953b0c148c6e0a4f02cfa405cb9b094932fd90f820bd", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#3", "issue_number": "3", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-7aec250f23dd2150", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#3\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#3\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#3\nRepo: SC0RED/Agency\nIssue/PR number: 3\nGraph consistency label: weak_supervision_needs_review\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-3885cbfee04e914c", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: SC0RED/Agency"}, "properties": {"repobilityId": 416493, "scanner": "foundry_dataset", "fingerprint": "4d8b2af9e368a8f52232b7d7e682738311129f717f53ac33a390dadf12ffacd6", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 1, "test_ci_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#27", "issue_number": "27", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-475b1ef0f38ef36c", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#27\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#27\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#27\nRepo: SC0RED/Agency\nIssue/PR number: 27\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-efaa964a33008d32", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: SC0RED/Agency"}, "properties": {"repobilityId": 416492, "scanner": "foundry_dataset", "fingerprint": "5583c98ff412d24d1f1dae5d7cd88db937a17c843e48dad0ce8b9a22cf422753", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 1, "test_ci_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#25", "issue_number": "25", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-f43a486f64eca5cd", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#25\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#25\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#25\nRepo: SC0RED/Agency\nIssue/PR number: 25\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-f2ec38d3c766f107", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: SC0RED/Agency"}, "properties": {"repobilityId": 416491, "scanner": "foundry_dataset", "fingerprint": "d9b6373cfc717c1f09681296d2173a96cb6a9b4f0697456f9859c1b5a04eb0b9", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 1, "test_ci_gap": 1, "generated_provenance": 1, "partial blueprint fit": 1, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#2", "issue_number": "2", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-370899ed0e53ee97", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#2\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#2\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#2\nRepo: SC0RED/Agency\nIssue/PR number: 2\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'generated_provenance': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-2c15d57ad8e09ce4", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: SC0RED/Agency"}, "properties": {"repobilityId": 416490, "scanner": "foundry_dataset", "fingerprint": "42575bb9f1bf8564a45ccaf57aedde5492d26086ffb5598a03530bbaf17d45a7", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#14", "issue_number": "14", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-60f0f4bd61697ef2", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#14\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#14\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#14\nRepo: SC0RED/Agency\nIssue/PR number: 14\nGraph consistency label: weak_supervision_needs_review\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'security_auth_secret': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-d945de390fcd73df", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: SC0RED/Agency"}, "properties": {"repobilityId": 416489, "scanner": "foundry_dataset", "fingerprint": "eac3331625ec0291b64c0f17514a5a19e9b7780c565fce639b7510cc2ba223d9", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_or_ci": 1, "test_ci_gap": 1, "ui_or_frontend": 3, "partial blueprint fit": 1, "positive_human_signal": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 2, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 8}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 42, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 1, "thread_touches_file": 4, "thread_has_pr_review": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 4, "thread_has_comment_chain": 2, "comment_chain_links_commit": 6, "comment_chain_touches_file": 8, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 24, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 4, "alignment": 1, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#135", "issue_number": "135", "quality_tiers": {"high_confidence": 4, "assumption_check": 1}, "repo_full_name": "SC0RED/Agency", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-69b9b32aa2cc49e1", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"test_or_ci": 5, "ui_or_frontend": 15}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_high_confidence_link\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#135\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#135\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#135\nRepo: SC0RED/Agency\nIssue/PR number: 135\nGraph consistency label: supported_by_high_confidence_link\nNodes: 24\nEdges: 42\nNode types: {'commit': 5, 'link_quality': 5, 'pr_file': 4, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_review': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_touches_file': 8, 'comment_chain_links_commit': 6, 'chain_has_link_quality': 5, 'thread_touches_file': 4, 'issue_chain_touches_file': 4, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_pr_review': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 4, 'ui_or_frontend': 3, 'comment_has_related_commit_context': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'positive_human_signal': 1, 'test_or_ci': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8}\nQuality tiers: {'high_confidence': 4, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-a227a5c4a5a4d1de", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: SC0RED/Agency"}, "properties": {"repobilityId": 416488, "scanner": "foundry_dataset", "fingerprint": "445c1e1352ec0b84ec7fd019f5874e39ff5ebe91f0b0211a5d658cf624f29913", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "docs_or_claims": 2, "source_or_other": 8, "mock_placeholder": 1, "partial blueprint fit": 1, "positive_human_signal": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 5, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 3, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 10}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 82, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 1, "thread_touches_file": 10, "thread_has_pr_review": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 6, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 10, "thread_has_comment_chain": 3, "comment_chain_links_commit": 7, "comment_chain_touches_file": 30, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 33, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 10, "alignment": 1, "pr_review": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#134", "issue_number": "134", "quality_tiers": {"high_confidence": 5, "assumption_check": 1}, "repo_full_name": "SC0RED/Agency", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-d9fb3b38f6c33907", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"docs_or_claims": 12, "source_or_other": 48}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_high_confidence_link\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#134\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#134\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#134\nRepo: SC0RED/Agency\nIssue/PR number: 134\nGraph consistency label: supported_by_high_confidence_link\nNodes: 33\nEdges: 82\nNode types: {'pr_file': 10, 'link_quality': 6, 'commit': 5, 'comment_chain': 3, 'pr_review': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_touches_file': 30, 'thread_touches_file': 10, 'issue_chain_touches_file': 10, 'comment_chain_links_commit': 7, 'chain_has_link_quality': 6, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'thread_has_pr_review': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1}\nLabels: {'source_or_other': 8, 'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 5, 'comment_has_related_commit_context': 3, 'docs_or_claims': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'mock_placeholder': 1, 'positive_human_signal': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 10}\nQuality tiers: {'high_confidence': 5, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-947866d6f34197ad", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: SC0RED/Agency"}, "properties": {"repobilityId": 416487, "scanner": "foundry_dataset", "fingerprint": "36ce2438fc9da9ff3e1b8b076d2826de52d51cf97f95e4deb5e6aa4732579921", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#133", "issue_number": "133", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "SC0RED/Agency", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-282a8ba61cf13507", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_high_confidence_link\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#133\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#133\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#133\nRepo: SC0RED/Agency\nIssue/PR number: 133\nGraph consistency label: supported_by_high_confidence_link\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-7f5e5cdc0fc9ed67", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: SC0RED/Agency"}, "properties": {"repobilityId": 416486, "scanner": "foundry_dataset", "fingerprint": "c03c974bdaf7daab5568acf18dae918f7e3934158b4271590b7c427709d123ad", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_or_ci": 3, "test_ci_gap": 1, "api_or_backend": 6, "commit_general": 1, "ui_or_frontend": 2, "api_integration_gap": 1, "partial blueprint fit": 1, "positive_human_signal": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 5, "blueprint_human_gap_alignment": 2, "comment_has_related_commit_context": 3, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 10}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 95, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 1, "thread_touches_file": 11, "thread_has_pr_review": 2, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 7, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 11, "thread_has_comment_chain": 3, "comment_chain_links_commit": 11, "comment_chain_touches_file": 33, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 37, "node_types": {"repo": 1, "commit": 6, "thread": 1, "comment": 1, "pr_file": 11, "alignment": 2, "pr_review": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#132", "issue_number": "132", "quality_tiers": {"high_confidence": 4, "assumption_check": 2, "weak_supervision": 1}, "repo_full_name": "SC0RED/Agency", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-7ab75bd99f1a4fc2", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"test_or_ci": 18, "api_or_backend": 36, "ui_or_frontend": 12}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_high_confidence_link\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#132\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#132\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#132\nRepo: SC0RED/Agency\nIssue/PR number: 132\nGraph consistency label: supported_by_high_confidence_link\nNodes: 37\nEdges: 95\nNode types: {'pr_file': 11, 'link_quality': 7, 'commit': 6, 'comment_chain': 3, 'pr_review': 2, 'alignment': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_touches_file': 33, 'thread_touches_file': 11, 'comment_chain_links_commit': 11, 'issue_chain_touches_file': 11, 'chain_has_link_quality': 7, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'thread_has_pr_review': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1}\nLabels: {'api_or_backend': 6, 'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 5, 'test_or_ci': 3, 'comment_has_related_commit_context': 3, 'ui_or_frontend': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'api_integration_gap': 1, 'positive_human_signal': 1, 'commit_general': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 10}\nQuality tiers: {'high_confidence': 4, 'assumption_check': 2, 'weak_supervision': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-219ba7a7c9ab76a1", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: SC0RED/Agency"}, "properties": {"repobilityId": 416485, "scanner": "foundry_dataset", "fingerprint": "75a5e71e56e3222f5068166930afbe9f7e7e2124924f6c15ce465a278509e9ee", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "ui_or_frontend": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 23, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 18, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#129", "issue_number": "129", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-7c88f4f7f68f1384", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {"ui_or_frontend": 4}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#129\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#129\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#129\nRepo: SC0RED/Agency\nIssue/PR number: 129\nGraph consistency label: weak_supervision_needs_review\nNodes: 18\nEdges: 23\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_file': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_touches_file': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_touches_file': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'issue_chain_touches_file': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'ui_or_frontend': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-92dd5ab5d2503452", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: SC0RED/Agency"}, "properties": {"repobilityId": 416484, "scanner": "foundry_dataset", "fingerprint": "7aecf97c1f9255aba7655480725ec6acd3bcc79cd8674c5c55c5d34382c8b6b5", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#125", "issue_number": "125", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "SC0RED/Agency", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-10fd37e6166a4fd5", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_high_confidence_link\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#125\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#125\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#125\nRepo: SC0RED/Agency\nIssue/PR number: 125\nGraph consistency label: supported_by_high_confidence_link\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-0489cbed78467d3d", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: SC0RED/Agency"}, "properties": {"repobilityId": 416483, "scanner": "foundry_dataset", "fingerprint": "118a2b081c04d38166ba89825dc39d189ce816e9a2b763aed528d598c86c208a", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 5, "test_ci_gap": 1, "security_auth_secret": 1, "agent_instruction_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "claimed_resolved_unverified": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 1, "human_reported_issue_no_linked_fix": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_unverified": 2, "not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 35, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 6, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 27, "node_types": {"repo": 1, "commit": 9, "thread": 1, "comment": 3, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#12", "issue_number": "12", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 4}, "repo_full_name": "SC0RED/Agency", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-59876df24d5fbc8e", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#12\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#12\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#12\nRepo: SC0RED/Agency\nIssue/PR number: 12\nGraph consistency label: supported_by_verification_signal\nNodes: 27\nEdges: 35\nNode types: {'commit': 9, 'link_quality': 6, 'comment': 3, 'comment_chain': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 6, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'bug_fix': 5, 'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'security_auth_secret': 1, 'agent_instruction_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'human_reported_issue_then_fix_attempt': 1, 'claimed_resolved_unverified': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'not_resolved_or_not_observed': 2, 'claimed_resolved_unverified': 2}\nQuality tiers: {'weak_supervision': 4, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-b3dd9d0ce412cf93", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: SC0RED/Agency"}, "properties": {"repobilityId": 416482, "scanner": "foundry_dataset", "fingerprint": "33fb08ec2b0b0c5a90174536d03cba017410033ddd2c9bf70bdc56e38ca79fe5", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#113", "issue_number": "113", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "SC0RED/Agency", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-929a7a1e7fd78fb4", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_high_confidence_link\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#113\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#113\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#113\nRepo: SC0RED/Agency\nIssue/PR number: 113\nGraph consistency label: supported_by_high_confidence_link\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-a7858f216db9c5c8", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: SC0RED/Agency"}, "properties": {"repobilityId": 416481, "scanner": "foundry_dataset", "fingerprint": "08cfd946283b7e76cae6ee1ab1e1e8502c4573a3747fe6f444ba92bd81eb014e", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#112", "issue_number": "112", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "SC0RED/Agency", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-434a4a0c5cba3cdb", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_high_confidence_link\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#112\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#112\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#112\nRepo: SC0RED/Agency\nIssue/PR number: 112\nGraph consistency label: supported_by_high_confidence_link\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-eede0c090f63370e", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: SC0RED/Agency"}, "properties": {"repobilityId": 416480, "scanner": "foundry_dataset", "fingerprint": "9ea8236972108e39116ac8e979ebe229cdcd6f02188e9acccd2c6dfe2685bc27", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 6, "test_ci_gap": 1, "api_integration_gap": 2, "generated_provenance": 2, "security_auth_secret": 2, "agent_instruction_gap": 2, "partial blueprint fit": 1, "verification_or_tests": 8, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 3, "human_reported_issue_no_linked_fix": 1, "human_reported_issue_then_fix_attempt": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 5, "human_reported_issue_then_verified_fix_attempt": 3}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_unverified": 6, "not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 10}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 82, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 7, "thread_has_comment": 7, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 12, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 7, "comment_chain_links_commit": 29, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 7}, "node_count": 50, "node_types": {"repo": 1, "commit": 16, "thread": 1, "comment": 7, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 12, "comment_chain": 7, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#11", "issue_number": "11", "quality_tiers": {"unresolved": 1, "assumption_check": 3, "weak_supervision": 8}, "repo_full_name": "SC0RED/Agency", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-827959e1982794e1", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#11\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#11\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#11\nRepo: SC0RED/Agency\nIssue/PR number: 11\nGraph consistency label: supported_by_verification_signal\nNodes: 50\nEdges: 82\nNode types: {'commit': 16, 'link_quality': 12, 'comment': 7, 'comment_chain': 7, 'alignment': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 29, 'chain_has_link_quality': 12, 'thread_has_comment': 7, 'thread_has_comment_chain': 7, 'comment_has_chain': 7, 'issue_chain_has_comment_chain': 7, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 8, 'bug_fix': 6, 'claimed_resolved_with_verification_signal': 5, 'human_reported_issue_then_verified_fix_attempt': 3, 'human_reported_issue_then_fix_attempt': 3, 'claimed_resolved_unverified': 3, 'blueprint_human_gap_alignment': 3, 'security_auth_secret': 2, 'api_integration_gap': 2, 'agent_instruction_gap': 2, 'generated_provenance': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 10, 'claimed_resolved_unverified': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 8, 'assumption_check': 3, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-20b8cebc3db60588", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: SC0RED/Agency"}, "properties": {"repobilityId": 409096, "scanner": "foundry_dataset", "fingerprint": "585ce3a01ec888f33078f61040c5ecc0df8eb297333cc828eb196544fff7614c", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#96", "issue_number": "96", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-c30cc3d3cfb93243", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#96\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#96\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#96\nRepo: SC0RED/Agency\nIssue/PR number: 96\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-0e96d40c5fc0372d", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: SC0RED/Agency"}, "properties": {"repobilityId": 409095, "scanner": "foundry_dataset", "fingerprint": "a6586bdd6b1de88207c8a0f694c5597a1810b76b5c634bb0e727df62bf2c3931", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 2, "partial blueprint fit": 1, "verification_or_tests": 3, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#94", "issue_number": "94", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-709225fe385b1ff9", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#94\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#94\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#94\nRepo: SC0RED/Agency\nIssue/PR number: 94\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-58219175c3917bf8", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: SC0RED/Agency"}, "properties": {"repobilityId": 409094, "scanner": "foundry_dataset", "fingerprint": "c444620633fe915af73eff63451f05cc74957277952bf0b12f7728a7042e270e", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#91", "issue_number": "91", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-21387faccc7940ec", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#91\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#91\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#91\nRepo: SC0RED/Agency\nIssue/PR number: 91\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-5a2997d10ba7059a", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: SC0RED/Agency"}, "properties": {"repobilityId": 409093, "scanner": "foundry_dataset", "fingerprint": "368637208e1309bb5454c129bc8193960172eaca76cb7c20cac0f4bf5441eeea", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 2, "partial blueprint fit": 1, "verification_or_tests": 3, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#84", "issue_number": "84", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-4a065fdaed85622a", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#84\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#84\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#84\nRepo: SC0RED/Agency\nIssue/PR number: 84\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-2f5fcdd3ac395e54", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: SC0RED/Agency"}, "properties": {"repobilityId": 409092, "scanner": "foundry_dataset", "fingerprint": "b28de3858eed62e248bafe609d70313378d48493652a779a9c661990681dc50c", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#75", "issue_number": "75", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-b0ec34cf69c52de7", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#75\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#75\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#75\nRepo: SC0RED/Agency\nIssue/PR number: 75\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-9399b3ed08107a8d", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: SC0RED/Agency"}, "properties": {"repobilityId": 409091, "scanner": "foundry_dataset", "fingerprint": "2a43803cd08b4a864e46e6fdf2e41e009f0e0243b96c896bd1e670da97d234b4", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 1, "runtime_failure": 2, "generated_provenance": 1, "agent_instruction_gap": 2, "partial blueprint fit": 1, "verification_or_tests": 9, "data_schema_persistence": 1, "claimed_resolved_unverified": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "human_reported_issue_then_fix_attempt": 2, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 5, "human_reported_issue_then_verified_fix_attempt": 3}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_unverified": 4, "claimed_resolved_with_verification_signal": 10}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 53, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 5, "thread_has_comment": 5, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 8, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 5, "comment_chain_links_commit": 18, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 5}, "node_count": 35, "node_types": {"repo": 1, "commit": 11, "thread": 1, "comment": 5, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 8, "comment_chain": 5, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#65", "issue_number": "65", "quality_tiers": {"assumption_check": 1, "weak_supervision": 7}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-412d41a7b8ab7a68", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#65\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#65\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#65\nRepo: SC0RED/Agency\nIssue/PR number: 65\nGraph consistency label: supported_by_verification_signal\nNodes: 35\nEdges: 53\nNode types: {'commit': 11, 'link_quality': 8, 'comment': 5, 'comment_chain': 5, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 18, 'chain_has_link_quality': 8, 'thread_has_comment': 5, 'thread_has_comment_chain': 5, 'comment_has_chain': 5, 'issue_chain_has_comment_chain': 5, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 9, 'claimed_resolved_with_verification_signal': 5, 'human_reported_issue_then_verified_fix_attempt': 3, 'runtime_failure': 2, 'agent_instruction_gap': 2, 'human_reported_issue_then_fix_attempt': 2, 'claimed_resolved_unverified': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'bug_fix': 1, 'generated_provenance': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 10, 'claimed_resolved_unverified': 4}\nQuality tiers: {'weak_supervision': 7, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-be5623bf41400c54", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: SC0RED/Agency"}, "properties": {"repobilityId": 409090, "scanner": "foundry_dataset", "fingerprint": "de30823a192211e4447501ed4dd07fd99bb97954890eb4a0ad730855b88fe608", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 1, "ui_workflow_gap": 2, "partial blueprint fit": 1, "verification_or_tests": 7, "data_schema_persistence": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 4, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 6, "human_reported_issue_then_verified_fix_attempt": 4}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_with_verification_signal": 12}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 62, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 4, "thread_has_comment": 4, "alignment_uses_comment": 4, "alignment_uses_finding": 4, "chain_has_link_quality": 10, "comment_aligns_finding": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 4, "comment_chain_links_commit": 20, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 4}, "node_count": 35, "node_types": {"repo": 1, "commit": 8, "thread": 1, "comment": 4, "alignment": 4, "fix_outcome": 1, "issue_chain": 1, "link_quality": 10, "comment_chain": 4, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#63", "issue_number": "63", "quality_tiers": {"assumption_check": 4, "weak_supervision": 6}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-f4fc8c284d98a1b4", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#63\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#63\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#63\nRepo: SC0RED/Agency\nIssue/PR number: 63\nGraph consistency label: supported_by_verification_signal\nNodes: 35\nEdges: 62\nNode types: {'link_quality': 10, 'commit': 8, 'comment': 4, 'comment_chain': 4, 'alignment': 4, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 20, 'chain_has_link_quality': 10, 'thread_has_comment': 4, 'thread_has_comment_chain': 4, 'comment_has_chain': 4, 'issue_chain_has_comment_chain': 4, 'alignment_uses_comment': 4, 'alignment_uses_finding': 4, 'comment_aligns_finding': 4, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 7, 'claimed_resolved_with_verification_signal': 6, 'human_reported_issue_then_verified_fix_attempt': 4, 'blueprint_human_gap_alignment': 4, 'data_schema_persistence': 2, 'ui_workflow_gap': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'bug_fix': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 12}\nQuality tiers: {'weak_supervision': 6, 'assumption_check': 4}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-737c060ede02c317", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: SC0RED/Agency"}, "properties": {"repobilityId": 409089, "scanner": "foundry_dataset", "fingerprint": "9c4da68353fcd5a450b8976f96d16b4426f9b42f89bb9f96e8308fd2d331881d", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 7, "deployment_env_gap": 1, "generated_provenance": 1, "agent_instruction_gap": 6, "partial blueprint fit": 1, "verification_or_tests": 5, "data_schema_persistence": 1, "claimed_resolved_unverified": 4, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "human_reported_issue_then_fix_attempt": 4, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 6, "human_reported_issue_then_verified_fix_attempt": 4}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_unverified": 8, "claimed_resolved_with_verification_signal": 12}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 81, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 8, "thread_has_comment": 8, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 11, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 8, "comment_chain_links_commit": 31, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 8}, "node_count": 46, "node_types": {"repo": 1, "commit": 13, "thread": 1, "comment": 8, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 11, "comment_chain": 8, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#62", "issue_number": "62", "quality_tiers": {"assumption_check": 1, "weak_supervision": 10}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-880958960a146370", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#62\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#62\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#62\nRepo: SC0RED/Agency\nIssue/PR number: 62\nGraph consistency label: supported_by_verification_signal\nNodes: 46\nEdges: 81\nNode types: {'commit': 13, 'link_quality': 11, 'comment': 8, 'comment_chain': 8, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 31, 'chain_has_link_quality': 11, 'thread_has_comment': 8, 'thread_has_comment_chain': 8, 'comment_has_chain': 8, 'issue_chain_has_comment_chain': 8, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'bug_fix': 7, 'agent_instruction_gap': 6, 'claimed_resolved_with_verification_signal': 6, 'verification_or_tests': 5, 'human_reported_issue_then_verified_fix_attempt': 4, 'human_reported_issue_then_fix_attempt': 4, 'claimed_resolved_unverified': 4, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'deployment_env_gap': 1, 'generated_provenance': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 12, 'claimed_resolved_unverified': 8}\nQuality tiers: {'weak_supervision': 10, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-52ad3587e5fd9bb7", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: SC0RED/Agency"}, "properties": {"repobilityId": 409088, "scanner": "foundry_dataset", "fingerprint": "b876840946fe7e29e1d88e6465c0bee4debcfc0f681b35fc1d8706e3cbe2b130", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#55", "issue_number": "55", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-dc170fce9f2b62d0", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#55\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#55\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#55\nRepo: SC0RED/Agency\nIssue/PR number: 55\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-cbb240ff2999fdc2", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: SC0RED/Agency"}, "properties": {"repobilityId": 409087, "scanner": "foundry_dataset", "fingerprint": "a070248f3ed5a0376aedf280085f6062999aff8178ca4e4cc3a9a30d4b04217b", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 2, "test_ci_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 6, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 2, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 4, "human_reported_issue_then_verified_fix_attempt": 2}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 8}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 39, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 7, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 28, "node_types": {"repo": 1, "commit": 8, "thread": 1, "comment": 3, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#52", "issue_number": "52", "quality_tiers": {"unresolved": 1, "assumption_check": 2, "weak_supervision": 4}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-92fbcc037085a3c4", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#52\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#52\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#52\nRepo: SC0RED/Agency\nIssue/PR number: 52\nGraph consistency label: supported_by_verification_signal\nNodes: 28\nEdges: 39\nNode types: {'commit': 8, 'link_quality': 7, 'comment': 3, 'comment_chain': 3, 'alignment': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 7, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 6, 'claimed_resolved_with_verification_signal': 4, 'human_reported_issue_then_verified_fix_attempt': 2, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'data_schema_persistence': 1, 'security_auth_secret': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 8, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 4, 'assumption_check': 2, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-5e5929985cf8f408", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: SC0RED/Agency"}, "properties": {"repobilityId": 409086, "scanner": "foundry_dataset", "fingerprint": "9d922e31b45f13fc0fb4c1752d3187a669e333297d78ebb924a03319feaa4dcc", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 6, "security_or_secrets": 1, "security_auth_secret": 2, "partial blueprint fit": 1, "verification_or_tests": 5, "data_schema_persistence": 2, "claimed_resolved_unverified": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 2, "human_reported_issue_then_fix_attempt": 2, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 4, "human_reported_issue_then_verified_fix_attempt": 2}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_unverified": 4, "claimed_resolved_with_verification_signal": 8}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 53, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 4, "thread_has_comment": 4, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 8, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 4, "comment_chain_links_commit": 19, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 4}, "node_count": 35, "node_types": {"repo": 1, "commit": 12, "thread": 1, "comment": 4, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 8, "comment_chain": 4, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#51", "issue_number": "51", "quality_tiers": {"assumption_check": 2, "weak_supervision": 6}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-caebba9d81f1becb", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#51\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#51\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#51\nRepo: SC0RED/Agency\nIssue/PR number: 51\nGraph consistency label: supported_by_verification_signal\nNodes: 35\nEdges: 53\nNode types: {'commit': 12, 'link_quality': 8, 'comment': 4, 'comment_chain': 4, 'alignment': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 19, 'chain_has_link_quality': 8, 'thread_has_comment': 4, 'thread_has_comment_chain': 4, 'comment_has_chain': 4, 'issue_chain_has_comment_chain': 4, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 6, 'verification_or_tests': 5, 'claimed_resolved_with_verification_signal': 4, 'data_schema_persistence': 2, 'security_auth_secret': 2, 'human_reported_issue_then_verified_fix_attempt': 2, 'human_reported_issue_then_fix_attempt': 2, 'claimed_resolved_unverified': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'issue_or_pull_request_thread': 1, 'security_or_secrets': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 8, 'claimed_resolved_unverified': 4}\nQuality tiers: {'weak_supervision': 6, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-9f6e9d5562cacc29", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: SC0RED/Agency"}, "properties": {"repobilityId": 409085, "scanner": "foundry_dataset", "fingerprint": "9016e64ad3014b37c6befa7101b0623f8fd5e2662016426048bf516d647766a1", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#50", "issue_number": "50", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-0f8e9f4391dd34aa", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#50\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#50\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#50\nRepo: SC0RED/Agency\nIssue/PR number: 50\nGraph consistency label: weak_supervision_needs_review\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'security_auth_secret': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-fa2ae6018f4510f5", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: SC0RED/Agency"}, "properties": {"repobilityId": 409084, "scanner": "foundry_dataset", "fingerprint": "60e64edc262ffc758b9f95d000121013ed1dc454f2bef869588ce7dc51767ce4", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#48", "issue_number": "48", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-c6580eefca090638", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#48\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#48\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#48\nRepo: SC0RED/Agency\nIssue/PR number: 48\nGraph consistency label: weak_supervision_needs_review\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'security_auth_secret': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-e00353e31bfc7d3d", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: SC0RED/Agency"}, "properties": {"repobilityId": 409083, "scanner": "foundry_dataset", "fingerprint": "767f4f6f0229c216519d33ecb4395a646083431dc215c35d0c2e01948cc59c62", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"keys": ["verification_or_tests", "bug_fix", "claimed_resolved_with_verification_signal", "data_schema_persistence", "human_reported_issue_then_verified_fix_attempt", "blueprint_human_gap_alignment", "agent_instruction_gap", "thread_has_human_issue_and_fix_context", "issue_or_pull_request_thread", "security_auth_secret", "comment_has_related_commit_context", "ambiguous_needs_more_evidence", "human_reported_issue_no_linked_fix", "not_resolved_or_not_observed", "human_reported_issue_then_fix_attempt", "claimed_resolved_unverified", "partial blueprint fit"], "count": 17, "_omitted": "large_dict"}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_unverified": 2, "not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 2, "claimed_resolved_with_verification_signal": 10}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 70, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 6, "thread_has_comment": 6, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 11, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 6, "comment_chain_links_commit": 22, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 6}, "node_count": 43, "node_types": {"repo": 1, "commit": 12, "thread": 1, "comment": 6, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 11, "comment_chain": 6, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#47", "issue_number": "47", "quality_tiers": {"unresolved": 1, "assumption_check": 3, "weak_supervision": 7}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-2fbd4dae401b7d53", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#47\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#47\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#47\nRepo: SC0RED/Agency\nIssue/PR number: 47\nGraph consistency label: supported_by_verification_signal\nNodes: 43\nEdges: 70\nNode types: {'commit': 12, 'link_quality': 11, 'comment': 6, 'comment_chain': 6, 'alignment': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 22, 'chain_has_link_quality': 11, 'thread_has_comment': 6, 'thread_has_comment_chain': 6, 'comment_has_chain': 6, 'issue_chain_has_comment_chain': 6, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 7, 'bug_fix': 5, 'claimed_resolved_with_verification_signal': 5, 'data_schema_persistence': 3, 'human_reported_issue_then_verified_fix_attempt': 3, 'blueprint_human_gap_alignment': 3, 'agent_instruction_gap': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'comment_has_related_commit_context': 1, 'ambiguous_needs_more_evidence': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'human_reported_issue_then_fix_attempt': 1, 'claimed_resolved_unverified': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 10, 'ambiguous_needs_more_evidence': 2, 'not_resolved_or_not_observed': 2, 'claimed_resolved_unverified': 2}\nQuality tiers: {'weak_supervision': 7, 'assumption_check': 3, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-0de97ef9c688bd29", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: SC0RED/Agency"}, "properties": {"repobilityId": 409082, "scanner": "foundry_dataset", "fingerprint": "0c8a00cd76f4815c6e402d0352420808be3884d2cc5641916780349fc2f594bf", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"partial blueprint fit": 1, "verification_or_tests": 5, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#46", "issue_number": "46", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-c7c3d742cd22ab2a", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#46\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#46\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#46\nRepo: SC0RED/Agency\nIssue/PR number: 46\nGraph consistency label: weak_supervision_needs_review\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-4f24e712d3655ae5", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: SC0RED/Agency"}, "properties": {"repobilityId": 409081, "scanner": "foundry_dataset", "fingerprint": "f2b0894387f27f14c3950677e32979d2f6ca29e8c146d53e55a48dd659d0fa4c", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"keys": ["blueprint_human_gap_alignment", "claimed_resolved_with_verification_signal", "human_reported_issue_then_verified_fix_attempt", "data_schema_persistence", "verification_or_tests", "human_reported_issue_then_fix_attempt", "claimed_resolved_unverified", "agent_instruction_gap", "bug_fix", "comment_has_related_commit_context", "ambiguous_needs_more_evidence", "test_ci_gap", "security_auth_secret", "api_integration_gap", "generated_provenance", "thread_has_human_issue_and_fix_context", "issue_or_pull_request_thread", "ui_workflow_gap", "human_reported_issue_no_linked_fix", "not_resolved_or_not_observed", "partial blueprint fit"], "count": 21, "_omitted": "large_dict"}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_unverified": 16, "not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 10, "claimed_resolved_with_verification_signal": 38}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 373, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 31, "thread_has_comment": 31, "alignment_uses_comment": 20, "alignment_uses_finding": 20, "chain_has_link_quality": 53, "comment_aligns_finding": 20, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 31, "comment_chain_links_commit": 132, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 31}, "node_count": 160, "node_types": {"repo": 1, "commit": 20, "thread": 1, "comment": 31, "alignment": 20, "fix_outcome": 1, "issue_chain": 1, "link_quality": 53, "comment_chain": 31, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#45", "issue_number": "45", "quality_tiers": {"unresolved": 1, "assumption_check": 20, "weak_supervision": 32}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-bb252a02249e37f7", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#45\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#45\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#45\nRepo: SC0RED/Agency\nIssue/PR number: 45\nGraph consistency label: supported_by_verification_signal\nNodes: 160\nEdges: 373\nNode types: {'link_quality': 53, 'comment': 31, 'comment_chain': 31, 'commit': 20, 'alignment': 20, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 132, 'chain_has_link_quality': 53, 'thread_has_comment': 31, 'thread_has_comment_chain': 31, 'comment_has_chain': 31, 'issue_chain_has_comment_chain': 31, 'alignment_uses_comment': 20, 'alignment_uses_finding': 20, 'comment_aligns_finding': 20, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'blueprint_human_gap_alignment': 20, 'claimed_resolved_with_verification_signal': 19, 'human_reported_issue_then_verified_fix_attempt': 17, 'data_schema_persistence': 11, 'verification_or_tests': 11, 'human_reported_issue_then_fix_attempt': 8, 'claimed_resolved_unverified': 8, 'agent_instruction_gap': 7, 'bug_fix': 7, 'comment_has_related_commit_context': 5, 'ambiguous_needs_more_evidence': 5, 'test_ci_gap': 4, 'security_auth_secret': 4, 'api_integration_gap': 4, 'generated_provenance': 2, 'thread_has_human_issue_and_fix_context': 2}\nOutcomes: {'claimed_resolved_with_verification_signal': 38, 'claimed_resolved_unverified': 16, 'ambiguous_needs_more_evidence': 10, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 32, 'assumption_check': 20, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-3964a05f82335897", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: SC0RED/Agency"}, "properties": {"repobilityId": 409080, "scanner": "foundry_dataset", "fingerprint": "ba750afb1f049478dc7ab1a8078fba557eb1f5cfcb3cf1551af3af70ede9a9e6", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#44", "issue_number": "44", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-cb626528c174eb33", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#44\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#44\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#44\nRepo: SC0RED/Agency\nIssue/PR number: 44\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-2fe35cc618b3dbf1", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: SC0RED/Agency"}, "properties": {"repobilityId": 409079, "scanner": "foundry_dataset", "fingerprint": "0d445a8fc209979704347d0f6bd2ea8b448fa1e73ad8941159c74833dbe9f068", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 2, "security_auth_secret": 1, "agent_instruction_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 3, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 4, "blueprint_human_gap_alignment": 1, "human_reported_issue_no_linked_fix": 2, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 1, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"not_resolved_or_not_observed": 8, "claimed_resolved_with_verification_signal": 2}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 30, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 6, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 3, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#42", "issue_number": "42", "quality_tiers": {"unresolved": 2, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-4108c2ccacc5865a", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#42\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#42\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#42\nRepo: SC0RED/Agency\nIssue/PR number: 42\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 30\nNode types: {'link_quality': 6, 'commit': 5, 'comment': 3, 'comment_chain': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 4, 'verification_or_tests': 3, 'bug_fix': 2, 'human_reported_issue_no_linked_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'security_auth_secret': 1, 'agent_instruction_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'claimed_resolved_with_verification_signal': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'not_resolved_or_not_observed': 8, 'claimed_resolved_with_verification_signal': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 2, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-1313cbd8bcf4d4fa", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: SC0RED/Agency"}, "properties": {"repobilityId": 409078, "scanner": "foundry_dataset", "fingerprint": "f2aaec5c4cb4a046a39710621f16c6b22cf988e9b6007c1da93590cb45d996ad", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#35", "issue_number": "35", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-17d189df6f9be9e9", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#35\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#35\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#35\nRepo: SC0RED/Agency\nIssue/PR number: 35\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 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schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-6eef0e5e945d4ebb", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: SC0RED/Agency"}, "properties": {"repobilityId": 409077, "scanner": "foundry_dataset", "fingerprint": "0e057eab36f8b91ac3f3a37919a10e702de34b84601b184a3d86c3f7c50d6784", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#29", "issue_number": "29", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-643d362f9ff3d6c9", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#29\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#29\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#29\nRepo: SC0RED/Agency\nIssue/PR number: 29\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-f9118c6fc992e7f1", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: SC0RED/Agency"}, "properties": {"repobilityId": 409076, "scanner": "foundry_dataset", "fingerprint": 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Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 4, "api_integration_gap": 1, "security_auth_secret": 1, "agent_instruction_gap": 3, "partial blueprint fit": 1, "verification_or_tests": 9, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 2, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 6, "human_reported_issue_then_verified_fix_attempt": 4}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 2, "claimed_resolved_with_verification_signal": 12}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 64, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 6, "thread_has_comment": 6, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 10, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 6, "comment_chain_links_commit": 20, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 6}, "node_count": 42, "node_types": {"repo": 1, "commit": 13, "thread": 1, "comment": 6, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 10, "comment_chain": 6, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#21", "issue_number": "21", "quality_tiers": {"unresolved": 1, "high_confidence": 3, "assumption_check": 2, "weak_supervision": 4}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-5d2f0ccab8e38da2", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#21\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#21\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#21\nRepo: SC0RED/Agency\nIssue/PR number: 21\nGraph consistency label: supported_by_verification_signal\nNodes: 42\nEdges: 64\nNode types: {'commit': 13, 'link_quality': 10, 'comment': 6, 'comment_chain': 6, 'alignment': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 20, 'chain_has_link_quality': 10, 'thread_has_comment': 6, 'thread_has_comment_chain': 6, 'comment_has_chain': 6, 'issue_chain_has_comment_chain': 6, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 9, 'claimed_resolved_with_verification_signal': 6, 'human_reported_issue_then_verified_fix_attempt': 4, 'bug_fix': 4, 'agent_instruction_gap': 3, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'security_auth_secret': 1, 'api_integration_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'comment_has_related_commit_context': 1, 'ambiguous_needs_more_evidence': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 12, 'not_resolved_or_not_observed': 2, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'weak_supervision': 4, 'high_confidence': 3, 'assumption_check': 2, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-05107b7dcf3e8f6f", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: SC0RED/Agency"}, "properties": {"repobilityId": 409075, "scanner": "foundry_dataset", "fingerprint": "141d69fc64f42690491013e7017f2cb6fa74bb15c6dafd488bbce40ca6525551", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 2, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 3, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#20", "issue_number": "20", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-c39fc0beec84dd74", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#20\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#20\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#20\nRepo: SC0RED/Agency\nIssue/PR number: 20\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-ddfcdbff094d02e3", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: SC0RED/Agency"}, "properties": {"repobilityId": 409074, "scanner": "foundry_dataset", "fingerprint": "b13ab6cde0a032f53a9f4a4c0340ac8791ee4d44adfc193122544d7d1bde0642", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"test_or_ci": 2, "api_or_backend": 6, "docs_or_claims": 3, "ui_or_frontend": 8, "source_or_other": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 81, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 1, "thread_touches_file": 20, "thread_has_pr_review": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 12, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "comment_chain_touches_file": 24, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 40, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 20, "alignment": 1, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#150", "issue_number": "150", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-927f9d4e838bacd2", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {"test_or_ci": 10, "api_or_backend": 30, "docs_or_claims": 15, "ui_or_frontend": 40, "source_or_other": 5}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#150\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#150\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#150\nRepo: SC0RED/Agency\nIssue/PR number: 150\nGraph consistency label: weak_supervision_needs_review\nNodes: 40\nEdges: 81\nNode types: {'pr_file': 20, 'commit': 5, 'link_quality': 5, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_review': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_touches_file': 24, 'thread_touches_file': 20, 'issue_chain_touches_file': 12, 'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_pr_review': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1}\nLabels: {'ui_or_frontend': 8, 'api_or_backend': 6, 'verification_or_tests': 5, 'docs_or_claims': 3, 'ambiguous_needs_more_evidence': 3, 'test_or_ci': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'security_auth_secret': 1, 'source_or_other': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-fa355b5b03b5869d", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: SC0RED/Agency"}, "properties": {"repobilityId": 409073, "scanner": "foundry_dataset", "fingerprint": "f68480ea5e4989d6918e053b40bbd77eac250cde53c4bba958b5d4c1c3c8142b", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"keys": ["verification_or_tests", "claimed_resolved_with_verification_signal", "human_reported_issue_then_verified_fix_attempt", "blueprint_human_gap_alignment", "bug_fix", "api_integration_gap", "ui_workflow_gap", "agent_instruction_gap", "thread_has_human_issue_and_fix_context", "issue_or_pull_request_thread", "data_schema_persistence", "security_auth_secret", "human_reported_issue_no_linked_fix", "not_resolved_or_not_observed", "comment_has_related_commit_context", "ambiguous_needs_more_evidence", "human_reported_issue_then_fix_attempt", "claimed_resolved_unverified", "partial blueprint fit"], "count": 19, "_omitted": "large_dict"}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_unverified": 2, "not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 2, "claimed_resolved_with_verification_signal": 20}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 140, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 11, "thread_has_comment": 11, "alignment_uses_comment": 8, "alignment_uses_finding": 8, "chain_has_link_quality": 21, "comment_aligns_finding": 8, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 11, "comment_chain_links_commit": 47, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 11}, "node_count": 71, "node_types": {"repo": 1, "commit": 15, "thread": 1, "comment": 11, "alignment": 8, "fix_outcome": 1, "issue_chain": 1, "link_quality": 21, "comment_chain": 11, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#15", "issue_number": "15", "quality_tiers": {"unresolved": 1, "high_confidence": 3, "assumption_check": 8, "weak_supervision": 9}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-c59b8e8e17be4690", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#15\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#15\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#15\nRepo: SC0RED/Agency\nIssue/PR number: 15\nGraph consistency label: supported_by_verification_signal\nNodes: 71\nEdges: 140\nNode types: {'link_quality': 21, 'commit': 15, 'comment': 11, 'comment_chain': 11, 'alignment': 8, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 47, 'chain_has_link_quality': 21, 'thread_has_comment': 11, 'thread_has_comment_chain': 11, 'comment_has_chain': 11, 'issue_chain_has_comment_chain': 11, 'alignment_uses_comment': 8, 'alignment_uses_finding': 8, 'comment_aligns_finding': 8, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 10, 'claimed_resolved_with_verification_signal': 10, 'human_reported_issue_then_verified_fix_attempt': 8, 'blueprint_human_gap_alignment': 8, 'bug_fix': 5, 'api_integration_gap': 4, 'ui_workflow_gap': 3, 'agent_instruction_gap': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'security_auth_secret': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'comment_has_related_commit_context': 1, 'ambiguous_needs_more_evidence': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 20, 'not_resolved_or_not_observed': 2, 'ambiguous_needs_more_evidence': 2, 'claimed_resolved_unverified': 2}\nQuality tiers: {'weak_supervision': 9, 'assumption_check': 8, 'high_confidence': 3, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-a691d9fabd685b81", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: SC0RED/Agency"}, "properties": {"repobilityId": 409072, "scanner": "foundry_dataset", "fingerprint": "5d0d378e074b68e158eafd1cd865b8cd2491e57c6f9fdd6ce7778d06e9184e62", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"api_or_backend": 2, "ui_or_frontend": 4, "partial blueprint fit": 1, "verification_or_tests": 5, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 38, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 6, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 6, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 6, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 6, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#146", "issue_number": "146", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-753cd1cab961dc52", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"api_or_backend": 8, "ui_or_frontend": 16}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_high_confidence_link\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#146\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#146\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#146\nRepo: SC0RED/Agency\nIssue/PR number: 146\nGraph consistency label: supported_by_high_confidence_link\nNodes: 23\nEdges: 38\nNode types: {'pr_file': 6, 'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'thread_touches_file': 6, 'comment_chain_touches_file': 6, 'issue_chain_touches_file': 6, 'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'ui_or_frontend': 4, 'ambiguous_needs_more_evidence': 3, 'api_or_backend': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-6cdfbad631fff57c", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: SC0RED/Agency"}, "properties": {"repobilityId": 409071, "scanner": "foundry_dataset", "fingerprint": "5d99f3379cfd3c10f398493cae79564c7d420e848e3771c7117799dca039c5f1", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 1, "api_or_backend": 4, "ui_or_frontend": 5, "partial blueprint fit": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 47, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 9, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 9, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 9, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 26, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 9, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#143", "issue_number": "143", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-5d3f228f08167e14", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"api_or_backend": 16, "ui_or_frontend": 20}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#143\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#143\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#143\nRepo: SC0RED/Agency\nIssue/PR number: 143\nGraph consistency label: supported_by_verification_signal\nNodes: 26\nEdges: 47\nNode types: {'pr_file': 9, 'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'thread_touches_file': 9, 'comment_chain_touches_file': 9, 'issue_chain_touches_file': 9, 'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'ui_or_frontend': 5, 'api_or_backend': 4, 'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-b00bfd597b8080a4", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: SC0RED/Agency"}, "properties": {"repobilityId": 409070, "scanner": "foundry_dataset", "fingerprint": "110327e9eb363ec499a5fe2c07ac412efb673eb9dbb650e20d6e02dcea90282b", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#142", "issue_number": "142", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-5cd27e17d98c8a05", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#142\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#142\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#142\nRepo: SC0RED/Agency\nIssue/PR number: 142\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-61e96fc0699f7264", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: SC0RED/Agency"}, "properties": {"repobilityId": 409069, "scanner": "foundry_dataset", "fingerprint": "c2edf3e75a50d1cc3b1944046d737617c851239f7b40e291f4f5cfd3d33bfebb", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"api_or_backend": 6, "docs_or_claims": 4, "ui_or_frontend": 14, "source_or_other": 1, "ui_workflow_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 2, "comment_has_related_commit_context": 2, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"ambiguous_needs_more_evidence": 8}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 95, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 1, "thread_touches_file": 25, "thread_has_pr_review": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 12, "thread_has_comment_chain": 2, "comment_chain_links_commit": 10, "comment_chain_touches_file": 24, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 47, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 25, "alignment": 2, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#141", "issue_number": "141", "quality_tiers": {"high_confidence": 4, "assumption_check": 2}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-96d9950807d10146", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"api_or_backend": 30, "docs_or_claims": 20, "ui_or_frontend": 70, "source_or_other": 5}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_high_confidence_link\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#141\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#141\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#141\nRepo: SC0RED/Agency\nIssue/PR number: 141\nGraph consistency label: supported_by_high_confidence_link\nNodes: 47\nEdges: 95\nNode types: {'pr_file': 25, 'link_quality': 6, 'commit': 5, 'comment_chain': 2, 'alignment': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_review': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'thread_touches_file': 25, 'comment_chain_touches_file': 24, 'issue_chain_touches_file': 12, 'comment_chain_links_commit': 10, 'chain_has_link_quality': 6, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_pr_review': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1}\nLabels: {'ui_or_frontend': 14, 'api_or_backend': 6, 'verification_or_tests': 5, 'docs_or_claims': 4, 'ambiguous_needs_more_evidence': 4, 'comment_has_related_commit_context': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'data_schema_persistence': 1, 'source_or_other': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8}\nQuality tiers: {'high_confidence': 4, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-8a1086cef33aff8a", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: SC0RED/Agency"}, "properties": {"repobilityId": 409068, "scanner": "foundry_dataset", "fingerprint": "9d6c06e6d3804655a82ad3316411cc155e26eaf170eff42603a3e0ea26717e76", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"test_or_ci": 1, "api_or_backend": 3, "commit_general": 1, "schema_or_data": 1, "ui_or_frontend": 2, "source_or_other": 1, "partial blueprint fit": 1, "positive_human_signal": 1, "verification_or_tests": 5, "data_schema_persistence": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 5, "blueprint_human_gap_alignment": 2, "comment_has_related_commit_context": 3, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"ambiguous_needs_more_evidence": 10}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 80, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 1, "thread_touches_file": 8, "thread_has_pr_review": 2, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 7, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 8, "thread_has_comment_chain": 3, "comment_chain_links_commit": 11, "comment_chain_touches_file": 24, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 34, "node_types": {"repo": 1, "commit": 6, "thread": 1, "comment": 1, "pr_file": 8, "alignment": 2, "pr_review": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#136", "issue_number": "136", "quality_tiers": {"high_confidence": 4, "assumption_check": 2, "weak_supervision": 1}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-506e4afc34f121a1", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"test_or_ci": 6, "api_or_backend": 18, "schema_or_data": 6, "ui_or_frontend": 12, "source_or_other": 6}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_high_confidence_link\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#136\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#136\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#136\nRepo: SC0RED/Agency\nIssue/PR number: 136\nGraph consistency label: supported_by_high_confidence_link\nNodes: 34\nEdges: 80\nNode types: {'pr_file': 8, 'link_quality': 7, 'commit': 6, 'comment_chain': 3, 'pr_review': 2, 'alignment': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_touches_file': 24, 'comment_chain_links_commit': 11, 'thread_touches_file': 8, 'issue_chain_touches_file': 8, 'chain_has_link_quality': 7, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'thread_has_pr_review': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 5, 'api_or_backend': 3, 'comment_has_related_commit_context': 3, 'data_schema_persistence': 2, 'ui_or_frontend': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'issue_or_pull_request_thread': 1, 'positive_human_signal': 1, 'schema_or_data': 1, 'source_or_other': 1, 'test_or_ci': 1, 'commit_general': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 10}\nQuality tiers: {'high_confidence': 4, 'assumption_check': 2, 'weak_supervision': 1}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-24a6fb666bb75546", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: SC0RED/Agency"}, "properties": {"repobilityId": 409067, "scanner": "foundry_dataset", "fingerprint": "517739dcb9ad156d8daa6c96a410f620dcbbbd7b9aeb94967dc6056056a3a769", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 1, "commit_general": 1, "partial blueprint fit": 1, "verification_or_tests": 3, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#106", "issue_number": "106", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-0ea8a0f45b253cb9", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#106\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#106\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#106\nRepo: SC0RED/Agency\nIssue/PR number: 106\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'commit_general': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-0d63709aab7ccfdc", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: SC0RED/Agency"}, "properties": {"repobilityId": 409066, "scanner": "foundry_dataset", "fingerprint": "b2efd4d56ad7969bfc63cdbf7b964573a49ed4400a1a173eabcf472404b9597a", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#103", "issue_number": "103", "quality_tiers": {"high_confidence": 3, "assumption_check": 1}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-4d2801cc364ed14c", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#103\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#103\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#103\nRepo: SC0RED/Agency\nIssue/PR number: 103\nGraph consistency label: supported_by_verification_signal\nNodes: 17\nEdges: 20\nNode types: {'commit': 5, 'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-0e395eed5bffd2cf", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: SC0RED/Agency"}, "properties": {"repobilityId": 386213, "scanner": "foundry_dataset", "fingerprint": "2b1ab4f6d1cc927689f957bb3b301bad182bf864e0966e6f52616256ce44ed0f", "category": "practices", "severity": "high", "confidence": 0.84, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "SC0RED/Agency#99", "human_labels": ["mock_placeholder"], "issue_number": "99", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.82, "repo_full_name": "SC0RED/Agency", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-6eaea3f1da2c288d", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: bad_chains\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#99\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#99\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'mock_placeholder': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-54058bb6e3559606\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"mock_placeholder\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/99\",\n    \"text\": \"GitHub feedback: mock_placeholder\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/99\\nTitle: feat(SPE-2185): cost-analysis dashboard tab with weekly-budget pace\\nBody:\\nAdds a **Cost** tab alongside per-route activity and the run feed, to track spend against a cost objective.\\n\\n## Backend \u2014 `/api/dashboard/cost`\\nProjects notional `cost_usd` from `job.run_completed` events (list-price, not cash \u2014 the fleet runs on flat Max seats, so it's an efficiency meter) into:\\n- **week-to-date** + the **elapsed-week fraction** (so the client projects end-of-week pace);\\n- a gap-filled **14-day daily series** (cost + runs);\\n- trailing-7-day breakdowns **by route** and **by agent** (fleet-wide \u2014 the coding agents dwarf the inbox agents).\\n\\n## Frontend \u2014 the Cost tab\\n- A **weekly-budget objective tracker**: week-to-date vs an operator-editable target (localStorage), with an end-of-week **pace projection** coloured under / near / over budget.\\n- Hand-rolled **SVG charts** (no CDN dependency on the HIPAA box): daily cost trend with a budget/day line, cost-per-run trend; plus CSS horizontal bars for **top routes** and **by-agent** sp\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-6601104bbea91c5f\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: SC0RED/Agency\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 6, \"artifact_supports_design_schema_api\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-bad_chains-f152a659088de957", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/bad_chains/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: SC0RED/Agency"}, "properties": {"repobilityId": 386212, "scanner": "foundry_dataset", "fingerprint": "4f78f0b6c96cb29b9eb1eaae7f462494be699dc9dde4e502d7ba4124440e6309", "category": "practices", "severity": "high", "confidence": 0.84, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "SC0RED/Agency#9", "human_labels": ["api_integration_gap", "mock_placeholder", "security_auth_secret"], "issue_number": "9", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "SC0RED/Agency", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-ea4ec81c2cb91a42", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 10, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: bad_chains\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#9\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#9\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 3\nLinked commit count: 10\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'api_integration_gap': 1, 'security_auth_secret': 1, 'mock_placeholder': 1}\nPolarities: {'bad': 3}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-2ca4e17637987ac7\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/9#issuecomment-4527725678\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: SC0RED/Agency\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/9#issuecomment-4527725678\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\n<!-- walkthrough_start -->\\n\\n<details>\\n<summary>\ud83d\udcdd Walkthrough</summary>\\n\\n## Walkthrough\\n\\nAdds a tool-forging specification document defining operator-initiated capability builds. Specifies that agents report capability gaps to operators, builders decompose plain-language goals into tools and wiring, builder outputs land as human-reviewed PRs in `agency-tools`, and cross-repo deployments activate in dependency order via `ToolDeployed` events.\\n\\n## Changes\\n\\n**Tool-Forging Specification**\\n\\n| Layer / File(s) | Summary |\\n|---|---|\\n| **Tool-forging capability specification** <br> `openspec/specs/tool-forging/spec.md` | New specification document outlining three requirements: operator-initiated capability requests routed to Builder, Builder decomposition delivered via human-reviewed PRs including `agency-tools` changes, and dependency-ordered rollout triggered by `ToolDeployed` events. |\\n\\n## Estimated code review effor\"\n  },\n  {\n    \"id\": \"github-feedback-comment-9e24b4d6e0ae8251\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/9#issuecomment-4527730618\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_comment\\nRepo: SC0RED/Agency\\nAuthor: sonarqubecloud[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/9#issuecomment-4527730618\\nTitle: \\nBody:\\n## [![Quality Gate Passed](https://sonarsource.github.io/sonarcloud-github-static-resources/v2/checks/QualityGateBadge/qg-passed-20px.png 'Quality Gate Passed')](https://sonarcloud.io/dashboard?id=Sc0red_Agen\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-bad_chains-6f0a4f772f3d5c36", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/bad_chains/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: SC0RED/Agency"}, "properties": {"repobilityId": 386211, "scanner": "foundry_dataset", "fingerprint": "69ebe448f26e29c173da4a8d297e85c3f6cab6c1698585843d31583ffc2cc9ea", "category": "practices", "severity": "high", "confidence": 0.84, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "SC0RED/Agency#87", "human_labels": ["agent_instruction_gap"], "issue_number": "87", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "self_attested_unverified", "source_backed": true, "max_confidence": 0.627, "repo_full_name": "SC0RED/Agency", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-9f7a4662f63fa7d7", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 1, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: bad_chains\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#87\nOutcome: self_attested_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#87\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: self_attested_unverified\nComment count: 1\nLinked commit count: 1\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-bbbe0f138876db8f\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/87\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/87\\nTitle: feat: day + week running totals on the run feed\\nBody:\\nAdds **today / this-week completed-run counts** to the run-feed header (`today: N \u00b7 this week: M \u00b7 <window>`). Computed server-side (`COUNT\u2026FILTER`) so it's accurate beyond the feed's row limit; boundaries in America/New_York; honors the agent filter, independent of the window toggle. 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Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "SC0RED/Agency#59", "human_labels": ["mock_placeholder"], "issue_number": "59", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "SC0RED/Agency", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-42b7dbd893b5b488", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: bad_chains\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#59\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#59\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'mock_placeholder': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-dadbac9b13d3845b\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"mock_placeholder\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/59\",\n    \"text\": \"GitHub feedback: mock_placeholder\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/59\\nTitle: SPE-2159: expose workspace shared/*.json as iterable + substitutable\\nBody:\\n## Why\\n\\nToday, a workspace's `shared/*.json` files (team rosters, label maps, policies) are only available as raw string includes via `{{system-doc:shared/X.json}}` inside templates. That's fine for prompt content but invisible to the YAML config layer \u2014 a route that wants to match every therapist in the roster has to hand-enumerate them.\\n\\nPR #3 (winston-agency fan-out refactor) needs structured access to `shared/team.json` so the per-therapist hand-enumeration in Winston's `agency.yaml` can collapse into a single roster-driven shape (`condition.in.values: '${shared.team.therapists}'`, `forEach: 'shared.team.therapists'`, `{% for t in shared.team.therapists %}` in templates). This PR is the runtime substrate that unblocks it.\\n\\n## What\\n\\n`shared/*.json` becomes available on three surfaces:\\n\\n1. **YAML AST substitution at load time.** `load_workspace` parses `agency.yaml` to a `serde_norway::Value` tree, walks it, and rewrites scalar strings of sh\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-6b9a82fa869370ad\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: SC0RED/Agency\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 6, \"artifact_supports_design_schema_api\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact familie\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-bad_chains-d4bd0f705670e9c0", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/bad_chains/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: SC0RED/Agency"}, "properties": {"repobilityId": 386209, "scanner": "foundry_dataset", "fingerprint": "cea8b8f2fad98dd738f9e273f9299bef93b640035394650e296eb4706a1a678e", "category": "practices", "severity": "high", "confidence": 0.84, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. 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Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "SC0RED/Agency#33", "human_labels": ["security_auth_secret"], "issue_number": "33", "thread_label": "thread_has_human_issue_without_fix_context", "outcome_label": "not_resolved_or_not_observed", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "SC0RED/Agency", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-53030a16010f459e", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 0, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": 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0\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-a888b8f65abe13ea\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/33#issuecomment-4578530864\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_comment\\nRepo: SC0RED/Agency\\nAuthor: sonarqubecloud[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/33#issuecomment-4578530864\\nTitle: \\nBody:\\n## [![Quality Gate Passed](https://sonarsource.github.io/sonarcloud-github-static-resources/v2/checks/QualityGateBadge/qg-passed-20px.png 'Quality Gate Passed')](https://sonarcloud.io/dashboard?id=Sc0red_Agency&pullRequest=33) **Quality Gate passed**  \\nIssues  \\n![](https://sonarsource.github.io/sonarcloud-github-static-resources/v2/common/passed-16px.png '') [0 New issues](https://sonarcloud.io/project/issues?id=Sc0red_Agency&pullRequest=33&issueStatuses=OPEN,CONFIRMED&sinceLeakPeriod=true)  \\n![](https://sonarsource.github.io/sonarcloud-github-static-resources/v2/common/accepted-16px.png '') [0 Accepted issues](https://sonarcloud.io/project/issues?id=Sc0red_Agency&pullRequest=33&issueStatuses=ACCEPTED)\\n\\nMeasures  \\n![](https://sonarsource.github.io/sonarcloud-github-static-resources/v2/common/passed-16px.png '') [0 Security Hotspots](https://sonarcloud.io/project/security_hotspots?id=Sc0red_Agency&pullRequest=33&issueStatuses=OPEN,CONFIRMED&sinceLeakPeriod=true)  \\n![](https://\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-7681b3316d683ce2\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: SC0RED/Agency\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 6, \"artifact_supports_design_schema_api\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-bad_chains-4f6bb5de2a27da20", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/bad_chains/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: SC0RED/Agency"}, "properties": {"repobilityId": 386206, "scanner": "foundry_dataset", "fingerprint": "0c369209f38b75134391773bf44a3ffcefc4dac752cadb232a0fc595f45d0bf2", "category": "practices", "severity": "high", "confidence": 0.84, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "SC0RED/Agency#32", "human_labels": ["api_integration_gap", "mock_placeholder", "security_auth_secret", "ui_workflow_gap"], "issue_number": "32", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.82, "repo_full_name": "SC0RED/Agency", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-6630e7626df8f09b", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 29, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: bad_chains\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#32\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#32\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 7\nLinked commit count: 29\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'security_auth_secret': 4, 'api_integration_gap': 1, 'mock_placeholder': 1, 'ui_workflow_gap': 1}\nPolarities: {'bad': 7}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-7af4da08a03a8c28\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/32#issuecomment-4577835964\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_comment\\nRepo: SC0RED/Agency\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/32#issuecomment-4577835964\\nTitle: \\nBody:\\n<!-- This is an auto-generated comment: summarize by coderabbit.ai -->\\nNo actionable comments were generated in the recent review. \ud83c\udf89\\n\\n<details>\\n<summary>\u2139\ufe0f Recent review info</summary>\\n\\n<details>\\n<summary>\u2699\ufe0f Run configuration</summary>\\n\\n**Configuration used**: Path: .coderabbit.yaml\\n\\n**Review profile**: CHILL\\n\\n**Plan**: Pro\\n\\n**Run ID**: `26865f03-574b-4353-a323-f95cb90c5481`\\n\\n</details>\\n\\n<details>\\n<summary>\ud83d\udce5 Commits</summary>\\n\\nReviewing files that changed from the base of the PR and between 96fbebf7fbaf977955cff8cdf5c8612ccb95bb83 and 743c0ec303bc785f1fd286e0bb2b484d970413af.\\n\\n</details>\\n\\n<details>\\n<summary>\ud83d\udcd2 Files selected for processing (7)</summary>\\n\\n* `scripts/collect-claude-accounts.sh`\\n* `src/config/mod.rs`\\n* `src/http/reload.rs`\\n* `src/runners/claude_cli.rs`\\n* `src/runtime/assembly.rs`\\n* `src/runtime/mod.rs`\\n* `src/scheduled/fire.rs`\\n\\n</details>\\n\\n<details>\\n<summary>\u2705 Files skipped from review due to trivial changes (2)</summary>\\n\\n* src/runtime/mod.rs\\n* src/http/reload.rs\"\n  },\n  {\n    \"id\": \"github-feedback-comment-46ecd2575a2c0941\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/32#issuecomment-4580081623\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_comment\\nRepo: SC0RED/Agency\\nAuthor: sonarqubecloud[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/32#issuecomment-4580081623\\nTitle: \\nBody:\\n## [![Quality Gate Passed](https://sonarsource.github.io/sonarcloud-github-static-resources/v2/checks/QualityGateBadge/qg-passed-20px.png 'Quality Gate Passed')\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-bad_chains-dd31bf9197279a7a", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/bad_chains/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: SC0RED/Agency"}, "properties": {"repobilityId": 386205, "scanner": "foundry_dataset", "fingerprint": "d2344554114ca4d28f2076c622aed7d63a0e8cc3342eaeed8bfffa6bc3fe8b5f", "category": "practices", "severity": "high", "confidence": 0.84, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "SC0RED/Agency#134", "human_labels": ["docs_or_claims", "mock_placeholder", "positive_human_signal", "source_or_other", "test_ci_gap"], "issue_number": "134", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "SC0RED/Agency", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-4af37c45f38e184b", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 10, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"docs_or_claims": 2, "source_or_other": 8}, "linked_commit_count": 7, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: bad_chains\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#134\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#134\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 3\nLinked commit count: 7\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 10\nLabels: {'test_ci_gap': 1, 'mock_placeholder': 1, 'positive_human_signal': 1}\nPolarities: {'bad': 2, 'neutral': 1}\nChanged file labels: {'source_or_other': 8, 'docs_or_claims': 2}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-c105910a802abac2\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/134\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/134\\nTitle: feat(parallel-agents): isolated worktree-per-agent workflow\\nBody:\\nCloses #133.\\n\\n## Why\\n\\nMany agent sessions (separate Claude Code instances, headless/cron jobs) run against this repo on the same box. They share **one working tree**, so one agent's uncommitted edits are visible to \u2014 and clobberable by \u2014 every other agent, and a build/deploy from that tree sweeps up half-finished work.\\n\\n#98 added the *defensive* half (`guard-edit.sh` blocks edits in the main checkout; `guard-bash.sh` blocks destructive git + raw box sync). This PR adds the *positive* path those guards point at \u2014 one isolated worktree + branch per agent, each with a runnable, collision-free environment.\\n\\n## What\\n\\n| File | Change |\\n|---|---|\\n| `scripts/agent-wt.sh` | `new`/`ls`/`path`/`rm`/`gc`. Worktrees live outside the repo; a lock-guarded slot registry derives collision-free `PORT` (8800+slot), `REDIS_PORT` (6400+slot), `COMPOSE_PROJECT_NAME`, and per-worktree state dirs. Portable (macOS+Linux, mkdir lock, no `flock`). |\\n| `.cargo/config.toml` + `scripts\"\n  },\n  {\n    \"id\": \"github-pr-review-submission-d4b6a515f16be3ed\",\n    \"kind\": \"pr_review_submission\",\n    \"label\": \"mock_placeholder\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/134#pullrequestreview-4515701031\",\n    \"text\": \"GitHub PR review submission: mock_placeholder\\nPolarity: bad\\nReview state: CHANGES_REQUESTED\\nRepo: SC0RED/Agency\\nPull request: #134 feat(parallel-agents): isolated worktree-per-agent workflow\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/SC0RED/Agency/pull/134#pullrequestreview-4515701031\\nBody:\\n**Actionable comments posted: 4**\\n\\n<details>\\n<summary>\ud83e\udd16 Prompt for all revi\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-bad_chains-fcd63c241690003d", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/bad_chains/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: SC0RED/Agency"}, "properties": {"repobilityId": 386204, "scanner": "foundry_dataset", "fingerprint": "7ee8a9dc7ef6164bbf869ed20711b6ed04e0c5e85b2fa7d90add35a72381fd10", "category": "practices", "severity": "high", "confidence": 0.84, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "SC0RED/Agency#109", "human_labels": ["mock_placeholder"], "issue_number": "109", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.777, "repo_full_name": "SC0RED/Agency", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-e844a386eefb4ddc", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: bad_chains\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#109\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#109\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'mock_placeholder': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-57aa51572d889f01\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"mock_placeholder\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/109\",\n    \"text\": \"GitHub feedback: mock_placeholder\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/109\\nTitle: Provider abstraction + agentic loop (removes the Claude CLI dependency)\\nBody:\\nClean ports-and-adapters LLM provider abstraction with an in-process multi-turn + tool loop \u2014 the thing that lets the Claude CLI be removed (it dies June 15). Built per the approved plan, gated green at every commit.\\n\\n## What\\n\\n- **`ModelProvider` port** (`providers/port.rs`) \u2014 object-safe wire-translation boundary; neutral `NormalizedRequest`/`NormalizedResponse`/`Capabilities`/`ProviderError`. No provider identity crosses it.\\n- **Adapters** \u2014 `AnthropicProvider` / `OpenAiProvider` absorb the protocol divergences (tool_result placement, JSON-string args, stop reasons, cache_control vs automatic caching). Capability-advertised.\\n- **`ApiAgentRunner`** (`runners/api_agent.rs`) \u2014 provider-blind loop: complete \u2192 dispatch tools via the shared `ToolExecutor` (extracted from preRun) \u2192 feed results \u2192 re-prompt \u2192 terminate on end-turn or max-turns (Ok, CLI parity). Gate-2 actor filtering, correlation threading, usage accumulation.\\n- **`GatedRunner<R\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-e34b6de1f9cf155f\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: SC0RED/Agency\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 6, \"artifact_supports_design_schema_api\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact familie\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-bad_chains-76a31a80e5e86b48", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/bad_chains/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: SC0RED/Agency"}, "properties": {"repobilityId": 386203, "scanner": "foundry_dataset", "fingerprint": "984f940a38d52ecdd0759d6d0c8095569ed3f5ecdb307998c6f09e920ef63313", "category": "practices", "severity": "high", "confidence": 0.84, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "SC0RED/Agency#108", "human_labels": ["mock_placeholder"], "issue_number": "108", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.725, "repo_full_name": "SC0RED/Agency", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-2af1ba2864cd186a", "helicopter_views": {"schemas": 2}, "artifact_families": {"ci": 1, "docs": 5, "designs": 1, "generated_claims": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 1, "helicopter_view_count": 2, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 1}, "text": "Comment chain pattern product: bad_chains\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#108\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: SC0RED/Agency#108\nRepo: SC0RED/Agency\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 1\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'mock_placeholder': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-c69502faa337021e\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"mock_placeholder\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/SC0RED/Agency/pull/108\",\n    \"text\": \"GitHub feedback: mock_placeholder\\nPolarity: bad\\nKind: pull_request_body\\nRepo: SC0RED/Agency\\nAuthor: ctcreel (User)\\nURL: https://github.com/SC0RED/Agency/pull/108\\nTitle: test: restore the 90% coverage gate\\nBody:\\nPR #106 merged with the new wiring layers under-covered, leaving development's coverage gate red at 89.31%. This adds mock-server tests for the cost-report fetchers, sqlx tests for the bench sampling queries, and unit tests for completer-fleet assembly and secret-manager key resolution \u2014 gate passes locally at 90.06%.\\n\\n\ud83e\udd16 Generated with [Claude Code](https://claude.com/claude-code)\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-8aab6ddc4557a3e5\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: SC0RED/Agency\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 2, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 6, \"artifact_supports_design_schema_api\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 1, \"designs\": 1, \"docs\": 5, \"generated_claims\": 1}\nHelicopter views: {\"schemas\": 2}\nBundle labels: {\"source_backed_fake_real_verification_bundle\": 1}\nCo-occurrence labels: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "comment-chain-pattern-bad_chains-0f937983635c6797", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/bad_chains/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412357, "scanner": "foundry_dataset", "fingerprint": "0779e04048efa9f0798e7a5deabf4943b46ea22eebaeb9fa1171945fcb6c061b", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 5, "security_auth_secret": 1, "ci_pending_or_incomplete": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 17, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#97", "issue_number": "97", "quality_tiers": {"high_confidence": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-80124788721bad6c", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: supported_by_high_confidence_link\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#97\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#97\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#97\nRepo: SC0RED/Agency\nIssue/PR number: 97\nGraph consistency label: supported_by_high_confidence_link\nNodes: 15\nEdges: 17\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 5, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'high_confidence': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-d121c7770d5b83a7", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412356, "scanner": "foundry_dataset", "fingerprint": "a1eb3bcd762de2138cd73d4eeb74a4322788a847c3c42019ee52a4bb6cc35d8b", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 5, "mock_placeholder": 1, "api_integration_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "claimed_resolved_unverified": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 2, "not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 35, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 6, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 28, "node_types": {"repo": 1, "commit": 10, "thread": 1, "comment": 3, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#9", "issue_number": "9", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 4}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-730133c1c78ecbe6", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#9\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#9\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#9\nRepo: SC0RED/Agency\nIssue/PR number: 9\nGraph consistency label: weak_supervision_needs_review\nNodes: 28\nEdges: 35\nNode types: {'commit': 10, 'link_quality': 6, 'comment': 3, 'comment_chain': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 6, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'bug_fix': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'security_auth_secret': 1, 'mock_placeholder': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'human_reported_issue_then_fix_attempt': 1, 'claimed_resolved_unverified': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'not_resolved_or_not_observed': 2, 'claimed_resolved_unverified': 2}\nQuality tiers: {'weak_supervision': 4, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-57a943ff99d4ea4e", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412355, "scanner": "foundry_dataset", "fingerprint": "1c5144f215fbf962f1e48313b1ca6bb6fa4a382047a28bbcb34e83791accb9b9", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 4, "dependency_or_build": 1, "security_auth_secret": 1, "ci_pending_or_incomplete": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 17, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 15, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#83", "issue_number": "83", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-d7d29283b699eaf4", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#83\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#83\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#83\nRepo: SC0RED/Agency\nIssue/PR number: 83\nGraph consistency label: weak_supervision_needs_review\nNodes: 15\nEdges: 17\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 4, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1, 'dependency_or_build': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-f83b038c38caad30", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412354, "scanner": "foundry_dataset", "fingerprint": "23ac11b19cb9753702a59f3f3b97a7bb0ac4f195d6d413e725ce39e76e6ed2e4", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 5, "security_auth_secret": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 14, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#82", "issue_number": "82", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-dc9b5b34d0af8d6b", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#82\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#82\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#82\nRepo: SC0RED/Agency\nIssue/PR number: 82\nGraph consistency label: weak_supervision_needs_review\nNodes: 14\nEdges: 16\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 5, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 3}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-8c6bbdef084c407d", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412353, "scanner": "foundry_dataset", "fingerprint": "21e79a3b3450431bb29e28de41d75e677b0a053ec81ff1a57990b161addc2dd3", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 4, "security_or_secrets": 1, "security_auth_secret": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 14, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#80", "issue_number": "80", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-c96927a4bdb99f17", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#80\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#80\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#80\nRepo: SC0RED/Agency\nIssue/PR number: 80\nGraph consistency label: weak_supervision_needs_review\nNodes: 14\nEdges: 16\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 4, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1, 'security_or_secrets': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 3}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-2671ca67baf5ba64", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412352, "scanner": "foundry_dataset", "fingerprint": "62efb96c59928a986dc1ebca11e4cae78a6415861125270ba8c2b8723b42f4d7", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 3, "security_auth_secret": 2, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "human_reported_issue_no_linked_fix": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 6, "not_resolved_or_not_observed": 2}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 19, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 3, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 15, "node_types": {"repo": 1, "commit": 3, "thread": 1, "comment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#8", "issue_number": "8", "quality_tiers": {"unresolved": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-8588e38574575a69", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#8\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#8\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#8\nRepo: SC0RED/Agency\nIssue/PR number: 8\nGraph consistency label: weak_supervision_needs_review\nNodes: 15\nEdges: 19\nNode types: {'link_quality': 4, 'commit': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 4, 'comment_chain_links_commit': 3, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 3, 'claimed_resolved_unverified': 3, 'security_auth_secret': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'human_reported_issue_then_fix_attempt': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1}\nOutcomes: {'claimed_resolved_unverified': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-f4ea4ef059a25817", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412351, "scanner": "foundry_dataset", "fingerprint": "bbcc95835306aaa214de578ccd524480da53618c3a43c384ddfbb74645a79c12", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 4, "dependency_or_build": 1, "security_auth_secret": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 14, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#78", "issue_number": "78", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-a2b79dc4f799a4c3", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#78\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#78\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#78\nRepo: SC0RED/Agency\nIssue/PR number: 78\nGraph consistency label: weak_supervision_needs_review\nNodes: 14\nEdges: 16\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 4, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1, 'dependency_or_build': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 3}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-e1784d71aca4d1ea", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412350, "scanner": "foundry_dataset", "fingerprint": "ebffeb2d0b3b3c37d2e46fd8eff825d30c65f3c4540e36a58309a189d70c14ef", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 3, "dependency_or_build": 1, "security_auth_secret": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 4, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 13, "node_types": {"repo": 1, "commit": 4, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#73", "issue_number": "73", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-95461003581ad919", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#73\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#73\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#73\nRepo: SC0RED/Agency\nIssue/PR number: 73\nGraph consistency label: weak_supervision_needs_review\nNodes: 13\nEdges: 15\nNode types: {'commit': 4, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 4, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 3, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1, 'dependency_or_build': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 3}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-37334c5ec5cf71c8", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412349, "scanner": "foundry_dataset", "fingerprint": "6e88b62e7f50fe8dabb8322ff569eb6af6280f264569a73498f7966965142ab7", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 1, "api_integration_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#7", "issue_number": "7", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-9a1fee69a87821e8", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#7\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#7\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#7\nRepo: SC0RED/Agency\nIssue/PR number: 7\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-8fe1ca93516caf36", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412348, "scanner": "foundry_dataset", "fingerprint": "5a48e382c796bf83607e9c7ad6a63f93194aab8e8b2e75a377081cb29a00f8a2", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 1, "test_ci_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#6", "issue_number": "6", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-fb1d81d2e393a475", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#6\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#6\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#6\nRepo: SC0RED/Agency\nIssue/PR number: 6\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-58e7fb6264ea10e1", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412347, "scanner": "foundry_dataset", "fingerprint": "1331aaf1e7226f96620922262cdcfcd33d8a095069755c81aa9b57b77cd0a4a6", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 4, "dependency_or_build": 1, "security_auth_secret": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 14, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#57", "issue_number": "57", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-2c0d1e2b3f0c4f70", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#57\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#57\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#57\nRepo: SC0RED/Agency\nIssue/PR number: 57\nGraph consistency label: weak_supervision_needs_review\nNodes: 14\nEdges: 16\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 4, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1, 'dependency_or_build': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 3}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-a7eff72c881cc1b7", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412346, "scanner": "foundry_dataset", "fingerprint": "920c65a10ad57c4d1a3fdd0366c252c4eac584718f0ebf6d486add2d2d818eb7", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 4, "dependency_or_build": 1, "security_auth_secret": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 14, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#54", "issue_number": "54", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-32e4614f63d66675", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#54\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#54\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#54\nRepo: SC0RED/Agency\nIssue/PR number: 54\nGraph consistency label: weak_supervision_needs_review\nNodes: 14\nEdges: 16\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 4, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1, 'dependency_or_build': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 3}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-b7038d6e16a5c411", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412345, "scanner": "foundry_dataset", "fingerprint": "a75dd21b18b9975f30e236381d9dd731c361c3c91c8c4f1fae7db4a19ce12088", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 4, "dependency_or_build": 1, "security_auth_secret": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 14, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#53", "issue_number": "53", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-33bfa0552256fead", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#53\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#53\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#53\nRepo: SC0RED/Agency\nIssue/PR number: 53\nGraph consistency label: weak_supervision_needs_review\nNodes: 14\nEdges: 16\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 4, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1, 'dependency_or_build': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 3}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-e5a56078935e2d9f", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412344, "scanner": "foundry_dataset", "fingerprint": "fb09593cb3c0836fe210118ebb3358e956ffd49cf5bcd0a781c7e42ea228d24c", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 2, "test_ci_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 6, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 2, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 4, "human_reported_issue_then_verified_fix_attempt": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 8}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 39, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 7, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 28, "node_types": {"repo": 1, "commit": 8, "thread": 1, "comment": 3, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#52", "issue_number": "52", "quality_tiers": {"unresolved": 1, "assumption_check": 2, "weak_supervision": 4}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-f938b8dea3e9ee97", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#52\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#52\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#52\nRepo: SC0RED/Agency\nIssue/PR number: 52\nGraph consistency label: supported_by_verification_signal\nNodes: 28\nEdges: 39\nNode types: {'commit': 8, 'link_quality': 7, 'comment': 3, 'comment_chain': 3, 'alignment': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 7, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 6, 'claimed_resolved_with_verification_signal': 4, 'human_reported_issue_then_verified_fix_attempt': 2, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'data_schema_persistence': 1, 'security_auth_secret': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 8, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 4, 'assumption_check': 2, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-db2cd2f39dedaab9", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412343, "scanner": "foundry_dataset", "fingerprint": "8ec7b39f8a7be636cd6c0342d53f4139f048499f0ef761f53097217a8e526c9a", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 6, "security_or_secrets": 1, "security_auth_secret": 2, "partial blueprint fit": 1, "verification_or_tests": 5, "data_schema_persistence": 2, "claimed_resolved_unverified": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 2, "human_reported_issue_then_fix_attempt": 2, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 4, "human_reported_issue_then_verified_fix_attempt": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 4, "claimed_resolved_with_verification_signal": 8}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 53, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 4, "thread_has_comment": 4, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 8, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 4, "comment_chain_links_commit": 19, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 4}, "node_count": 35, "node_types": {"repo": 1, "commit": 12, "thread": 1, "comment": 4, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 8, "comment_chain": 4, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#51", "issue_number": "51", "quality_tiers": {"assumption_check": 2, "weak_supervision": 6}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-008511112d6e50b9", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#51\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#51\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#51\nRepo: SC0RED/Agency\nIssue/PR number: 51\nGraph consistency label: supported_by_verification_signal\nNodes: 35\nEdges: 53\nNode types: {'commit': 12, 'link_quality': 8, 'comment': 4, 'comment_chain': 4, 'alignment': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 19, 'chain_has_link_quality': 8, 'thread_has_comment': 4, 'thread_has_comment_chain': 4, 'comment_has_chain': 4, 'issue_chain_has_comment_chain': 4, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 6, 'verification_or_tests': 5, 'claimed_resolved_with_verification_signal': 4, 'data_schema_persistence': 2, 'security_auth_secret': 2, 'human_reported_issue_then_verified_fix_attempt': 2, 'human_reported_issue_then_fix_attempt': 2, 'claimed_resolved_unverified': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'issue_or_pull_request_thread': 1, 'security_or_secrets': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 8, 'claimed_resolved_unverified': 4}\nQuality tiers: {'weak_supervision': 6, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-67b21088de283206", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412342, "scanner": "foundry_dataset", "fingerprint": "4d1013c02689fa2039ebdcde57242e0d06a80fa1b72d8a2834b874a9f17362fe", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#50", "issue_number": "50", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-699a4a145498e337", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#50\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#50\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#50\nRepo: SC0RED/Agency\nIssue/PR number: 50\nGraph consistency label: weak_supervision_needs_review\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'security_auth_secret': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-30dccbe32393853f", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412341, "scanner": "foundry_dataset", "fingerprint": "ddf819e65156ce57f5b75910cb6ddc74e7b47c22e9452592ceffa4a005f0ef37", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 1, "test_ci_gap": 2, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 2, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 1, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6, "claimed_resolved_with_verification_signal": 2}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 39, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 7, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 26, "node_types": {"repo": 1, "commit": 6, "thread": 1, "comment": 3, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#5", "issue_number": "5", "quality_tiers": {"unresolved": 1, "assumption_check": 2, "weak_supervision": 4}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-45a62816f6e68666", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#5\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#5\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#5\nRepo: SC0RED/Agency\nIssue/PR number: 5\nGraph consistency label: supported_by_verification_signal\nNodes: 26\nEdges: 39\nNode types: {'link_quality': 7, 'commit': 6, 'comment': 3, 'comment_chain': 3, 'alignment': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 7, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'test_ci_gap': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'claimed_resolved_with_verification_signal': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'not_resolved_or_not_observed': 2, 'claimed_resolved_with_verification_signal': 2}\nQuality tiers: {'weak_supervision': 4, 'assumption_check': 2, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-23feaa0520e9157a", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412340, "scanner": "foundry_dataset", "fingerprint": "768de0e1d447f943a7695591e484cfc82e208df23fd3583325b9b6cf8a48c1d2", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 2, "test_ci_gap": 3, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 10, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 4, "human_reported_issue_then_verified_fix_attempt": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 2, "claimed_resolved_with_verification_signal": 8}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 53, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 4, "thread_has_comment": 4, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 9, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 4, "comment_chain_links_commit": 15, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 4}, "node_count": 37, "node_types": {"repo": 1, "commit": 12, "thread": 1, "comment": 4, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 9, "comment_chain": 4, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#49", "issue_number": "49", "quality_tiers": {"unresolved": 1, "assumption_check": 3, "weak_supervision": 5}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-874caa49ff8a6603", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#49\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#49\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#49\nRepo: SC0RED/Agency\nIssue/PR number: 49\nGraph consistency label: supported_by_verification_signal\nNodes: 37\nEdges: 53\nNode types: {'commit': 12, 'link_quality': 9, 'comment': 4, 'comment_chain': 4, 'alignment': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 15, 'chain_has_link_quality': 9, 'thread_has_comment': 4, 'thread_has_comment_chain': 4, 'comment_has_chain': 4, 'issue_chain_has_comment_chain': 4, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 10, 'claimed_resolved_with_verification_signal': 4, 'test_ci_gap': 3, 'blueprint_human_gap_alignment': 3, 'human_reported_issue_then_verified_fix_attempt': 2, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'comment_has_related_commit_context': 1, 'ambiguous_needs_more_evidence': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 8, 'ambiguous_needs_more_evidence': 2, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 5, 'assumption_check': 3, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-09a8cebb07f98286", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412339, "scanner": "foundry_dataset", "fingerprint": "161b9ec60d75894e0d256860845c404744960f007ed8b11e39e9a0f2fa172aa3", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#48", "issue_number": "48", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-fc14aaa30ec93cf6", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#48\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#48\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#48\nRepo: SC0RED/Agency\nIssue/PR number: 48\nGraph consistency label: weak_supervision_needs_review\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'security_auth_secret': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-bfbea43bec3d265c", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412338, "scanner": "foundry_dataset", "fingerprint": "54a45afe41a1e95379a7eab86e63ee4885d448034cb09ed7748add7d3c3f9f49", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"keys": ["verification_or_tests", "bug_fix", "claimed_resolved_with_verification_signal", "data_schema_persistence", "human_reported_issue_then_verified_fix_attempt", "blueprint_human_gap_alignment", "agent_instruction_gap", "thread_has_human_issue_and_fix_context", "issue_or_pull_request_thread", "security_auth_secret", "comment_has_related_commit_context", "ambiguous_needs_more_evidence", "human_reported_issue_no_linked_fix", "not_resolved_or_not_observed", "human_reported_issue_then_fix_attempt", "claimed_resolved_unverified", "partial blueprint fit"], "count": 17, "_omitted": "large_dict"}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 2, "not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 2, "claimed_resolved_with_verification_signal": 10}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 70, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 6, "thread_has_comment": 6, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 11, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 6, "comment_chain_links_commit": 22, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 6}, "node_count": 43, "node_types": {"repo": 1, "commit": 12, "thread": 1, "comment": 6, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 11, "comment_chain": 6, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#47", "issue_number": "47", "quality_tiers": {"unresolved": 1, "assumption_check": 3, "weak_supervision": 7}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-582b00dafdad6a79", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#47\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#47\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#47\nRepo: SC0RED/Agency\nIssue/PR number: 47\nGraph consistency label: supported_by_verification_signal\nNodes: 43\nEdges: 70\nNode types: {'commit': 12, 'link_quality': 11, 'comment': 6, 'comment_chain': 6, 'alignment': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 22, 'chain_has_link_quality': 11, 'thread_has_comment': 6, 'thread_has_comment_chain': 6, 'comment_has_chain': 6, 'issue_chain_has_comment_chain': 6, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 7, 'bug_fix': 5, 'claimed_resolved_with_verification_signal': 5, 'data_schema_persistence': 3, 'human_reported_issue_then_verified_fix_attempt': 3, 'blueprint_human_gap_alignment': 3, 'agent_instruction_gap': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'comment_has_related_commit_context': 1, 'ambiguous_needs_more_evidence': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'human_reported_issue_then_fix_attempt': 1, 'claimed_resolved_unverified': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 10, 'ambiguous_needs_more_evidence': 2, 'not_resolved_or_not_observed': 2, 'claimed_resolved_unverified': 2}\nQuality tiers: {'weak_supervision': 7, 'assumption_check': 3, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-4b98905e90370708", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412337, "scanner": "foundry_dataset", "fingerprint": "2af072c64f7e620adc76754331265ca984986423944f85ef8f0af508c8465190", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"keys": ["blueprint_human_gap_alignment", "claimed_resolved_with_verification_signal", "human_reported_issue_then_verified_fix_attempt", "data_schema_persistence", "verification_or_tests", "human_reported_issue_then_fix_attempt", "claimed_resolved_unverified", "agent_instruction_gap", "bug_fix", "comment_has_related_commit_context", "ambiguous_needs_more_evidence", "test_ci_gap", "security_auth_secret", "api_integration_gap", "generated_provenance", "thread_has_human_issue_and_fix_context", "issue_or_pull_request_thread", "ui_workflow_gap", "human_reported_issue_no_linked_fix", "not_resolved_or_not_observed", "partial blueprint fit"], "count": 21, "_omitted": "large_dict"}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 16, "not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 10, "claimed_resolved_with_verification_signal": 38}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 373, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 31, "thread_has_comment": 31, "alignment_uses_comment": 20, "alignment_uses_finding": 20, "chain_has_link_quality": 53, "comment_aligns_finding": 20, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 31, "comment_chain_links_commit": 132, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 31}, "node_count": 160, "node_types": {"repo": 1, "commit": 20, "thread": 1, "comment": 31, "alignment": 20, "fix_outcome": 1, "issue_chain": 1, "link_quality": 53, "comment_chain": 31, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#45", "issue_number": "45", "quality_tiers": {"unresolved": 1, "assumption_check": 20, "weak_supervision": 32}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-7b5516fae2336eda", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#45\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#45\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#45\nRepo: SC0RED/Agency\nIssue/PR number: 45\nGraph consistency label: supported_by_verification_signal\nNodes: 160\nEdges: 373\nNode types: {'link_quality': 53, 'comment': 31, 'comment_chain': 31, 'commit': 20, 'alignment': 20, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 132, 'chain_has_link_quality': 53, 'thread_has_comment': 31, 'thread_has_comment_chain': 31, 'comment_has_chain': 31, 'issue_chain_has_comment_chain': 31, 'alignment_uses_comment': 20, 'alignment_uses_finding': 20, 'comment_aligns_finding': 20, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'blueprint_human_gap_alignment': 20, 'claimed_resolved_with_verification_signal': 19, 'human_reported_issue_then_verified_fix_attempt': 17, 'data_schema_persistence': 11, 'verification_or_tests': 11, 'human_reported_issue_then_fix_attempt': 8, 'claimed_resolved_unverified': 8, 'agent_instruction_gap': 7, 'bug_fix': 7, 'comment_has_related_commit_context': 5, 'ambiguous_needs_more_evidence': 5, 'test_ci_gap': 4, 'security_auth_secret': 4, 'api_integration_gap': 4, 'generated_provenance': 2, 'thread_has_human_issue_and_fix_context': 2}\nOutcomes: {'claimed_resolved_with_verification_signal': 38, 'claimed_resolved_unverified': 16, 'ambiguous_needs_more_evidence': 10, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 32, 'assumption_check': 20, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-98154d631feee858", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412336, "scanner": "foundry_dataset", "fingerprint": "adb1c131b8f1dfe42fde20b965e8db47ec679fe5fc4e96f838454ad019305012", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#44", "issue_number": "44", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-96506af3d92b04c9", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#44\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#44\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#44\nRepo: SC0RED/Agency\nIssue/PR number: 44\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-69ecd97002569b2d", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412335, "scanner": "foundry_dataset", "fingerprint": "4f45cdb0295117bf06f8e51aacb078878efed0087cbe37c67b1b981f8ddc2992", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 2, "test_ci_gap": 4, "deployment_env_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 9, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 5, "blueprint_human_gap_alignment": 4, "comment_has_related_commit_context": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 2, "human_reported_issue_then_verified_fix_attempt": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 10, "claimed_resolved_with_verification_signal": 4}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 77, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 6, "thread_has_comment": 6, "alignment_uses_comment": 4, "alignment_uses_finding": 4, "chain_has_link_quality": 12, "comment_aligns_finding": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 6, "comment_chain_links_commit": 25, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 6}, "node_count": 44, "node_types": {"repo": 1, "commit": 11, "thread": 1, "comment": 6, "alignment": 4, "fix_outcome": 1, "issue_chain": 1, "link_quality": 12, "comment_chain": 6, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#43", "issue_number": "43", "quality_tiers": {"unresolved": 1, "assumption_check": 4, "weak_supervision": 7}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-5e5ad1bf030f7b8f", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#43\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#43\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#43\nRepo: SC0RED/Agency\nIssue/PR number: 43\nGraph consistency label: supported_by_verification_signal\nNodes: 44\nEdges: 77\nNode types: {'link_quality': 12, 'commit': 11, 'comment': 6, 'comment_chain': 6, 'alignment': 4, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 25, 'chain_has_link_quality': 12, 'thread_has_comment': 6, 'thread_has_comment_chain': 6, 'comment_has_chain': 6, 'issue_chain_has_comment_chain': 6, 'alignment_uses_comment': 4, 'alignment_uses_finding': 4, 'comment_aligns_finding': 4, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 9, 'ambiguous_needs_more_evidence': 5, 'test_ci_gap': 4, 'blueprint_human_gap_alignment': 4, 'comment_has_related_commit_context': 3, 'human_reported_issue_then_verified_fix_attempt': 2, 'bug_fix': 2, 'claimed_resolved_with_verification_signal': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'deployment_env_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 10, 'claimed_resolved_with_verification_signal': 4, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 7, 'assumption_check': 4, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-638210248e948d02", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412334, "scanner": "foundry_dataset", "fingerprint": "d8d5b2d5188c8c41d3365ce98c72d44ea34556cc2504dff5e23ab38e4e3f54ca", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 2, "security_auth_secret": 1, "agent_instruction_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 3, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 4, "blueprint_human_gap_alignment": 1, "human_reported_issue_no_linked_fix": 2, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 1, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"not_resolved_or_not_observed": 8, "claimed_resolved_with_verification_signal": 2}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 30, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 6, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 3, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#42", "issue_number": "42", "quality_tiers": {"unresolved": 2, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-21129bfbfbe120f3", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#42\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#42\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#42\nRepo: SC0RED/Agency\nIssue/PR number: 42\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 30\nNode types: {'link_quality': 6, 'commit': 5, 'comment': 3, 'comment_chain': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'not_resolved_or_not_observed': 4, 'verification_or_tests': 3, 'bug_fix': 2, 'human_reported_issue_no_linked_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'security_auth_secret': 1, 'agent_instruction_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'claimed_resolved_with_verification_signal': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'not_resolved_or_not_observed': 8, 'claimed_resolved_with_verification_signal': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 2, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-9b57160f054c7023", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412333, "scanner": "foundry_dataset", "fingerprint": "3586825112925434ff8035f4f652a6e7c2bafc882c045aeafb4f419379123323", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 5, "runtime_failure": 1, "security_auth_secret": 2, "agent_instruction_gap": 1, "verification_or_tests": 3, "claimed_resolved_unverified": 4, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "human_reported_issue_no_linked_fix": 1, "human_reported_issue_then_fix_attempt": 2, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 1, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 8, "not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 2}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 37, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 4, "thread_has_comment": 4, "chain_has_link_quality": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 4, "comment_chain_links_commit": 11, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 4}, "node_count": 26, "node_types": {"repo": 1, "commit": 8, "thread": 1, "comment": 4, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 4}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#41", "issue_number": "41", "quality_tiers": {"unresolved": 1, "weak_supervision": 5}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-dba508231b0109bc", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#41\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#41\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#41\nRepo: SC0RED/Agency\nIssue/PR number: 41\nGraph consistency label: supported_by_verification_signal\nNodes: 26\nEdges: 37\nNode types: {'commit': 8, 'link_quality': 6, 'comment': 4, 'comment_chain': 4, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 11, 'chain_has_link_quality': 6, 'thread_has_comment': 4, 'thread_has_comment_chain': 4, 'comment_has_chain': 4, 'issue_chain_has_comment_chain': 4, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 5, 'claimed_resolved_unverified': 4, 'verification_or_tests': 3, 'security_auth_secret': 2, 'human_reported_issue_then_fix_attempt': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'runtime_failure': 1, 'agent_instruction_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'claimed_resolved_with_verification_signal': 1}\nOutcomes: {'claimed_resolved_unverified': 8, 'not_resolved_or_not_observed': 2, 'claimed_resolved_with_verification_signal': 2}\nQuality tiers: {'weak_supervision': 5, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-4af5c4b5ff78e7bc", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412332, "scanner": "foundry_dataset", "fingerprint": "ecdc5f1bb200df6f9848f53eadcfacd93c3298ce4544678a2e95b06af4bca8bd", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 6, "dependency_or_build": 1, "security_auth_secret": 3, "claimed_resolved_unverified": 4, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "human_reported_issue_no_linked_fix": 1, "human_reported_issue_then_fix_attempt": 2, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 8, "not_resolved_or_not_observed": 2}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 31, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "chain_has_link_quality": 5, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 22, "node_types": {"repo": 1, "commit": 7, "thread": 1, "comment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 3}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#40", "issue_number": "40", "quality_tiers": {"unresolved": 1, "weak_supervision": 4}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-b92b03d58dd281fa", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#40\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#40\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#40\nRepo: SC0RED/Agency\nIssue/PR number: 40\nGraph consistency label: weak_supervision_needs_review\nNodes: 22\nEdges: 31\nNode types: {'commit': 7, 'link_quality': 5, 'comment': 3, 'comment_chain': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 5, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 6, 'claimed_resolved_unverified': 4, 'security_auth_secret': 3, 'human_reported_issue_then_fix_attempt': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'dependency_or_build': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1}\nOutcomes: {'claimed_resolved_unverified': 8, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 4, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-4f4bbf8ba11a2ad5", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412331, "scanner": "foundry_dataset", "fingerprint": "f97fb1dd6d4721c3976d22f92244a62385885cb93b328d681427dd9662534438", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"deployment_env_gap": 1, "security_auth_secret": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 3, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 21, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#39", "issue_number": "39", "quality_tiers": {"unresolved": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-eda0ffb7844c2009", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#39\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#39\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#39\nRepo: SC0RED/Agency\nIssue/PR number: 39\nGraph consistency label: weak_supervision_needs_review\nNodes: 17\nEdges: 21\nNode types: {'commit': 5, 'link_quality': 4, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'deployment_env_gap': 1, 'security_auth_secret': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-9195cef566024f70", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412330, "scanner": "foundry_dataset", "fingerprint": "6b8f4961e68756569be435267030e0d3f218e1a31e69e10847bc8b828ca88bcd", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"security_auth_secret": 1, "verification_or_tests": 5, "human_feedback_general": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 3, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 21, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#38", "issue_number": "38", "quality_tiers": {"unresolved": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-361f3c3957f4b835", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#38\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#38\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#38\nRepo: SC0RED/Agency\nIssue/PR number: 38\nGraph consistency label: weak_supervision_needs_review\nNodes: 17\nEdges: 21\nNode types: {'commit': 5, 'link_quality': 4, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'security_auth_secret': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-4c1780c7b20c4cdb", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412329, "scanner": "foundry_dataset", "fingerprint": "1602fb5b0ffe16b0298811d22d22deb830163dca25cac8ad294420c0fbd91b84", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"api_integration_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#37", "issue_number": "37", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-71e421eccbca44e2", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#37\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#37\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#37\nRepo: SC0RED/Agency\nIssue/PR number: 37\nGraph consistency label: weak_supervision_needs_review\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'security_auth_secret': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-b49abb1de66aa5a5", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412328, "scanner": "foundry_dataset", "fingerprint": "f51e7afc7ce8ebfe4cdd77405786a4d994a3d4ed5670d69a339ef0ac7854edca", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"api_integration_gap": 2, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 7, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 2, "comment_has_related_commit_context": 2, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 8}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 37, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 7, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 8, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 27, "node_types": {"repo": 1, "commit": 7, "thread": 1, "comment": 3, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#36", "issue_number": "36", "quality_tiers": {"unresolved": 1, "assumption_check": 2, "weak_supervision": 4}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-0cc0ff99022c8c86", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#36\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#36\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#36\nRepo: SC0RED/Agency\nIssue/PR number: 36\nGraph consistency label: weak_supervision_needs_review\nNodes: 27\nEdges: 37\nNode types: {'commit': 7, 'link_quality': 7, 'comment': 3, 'comment_chain': 3, 'alignment': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 8, 'chain_has_link_quality': 7, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 7, 'ambiguous_needs_more_evidence': 4, 'api_integration_gap': 2, 'comment_has_related_commit_context': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 4, 'assumption_check': 2, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-15a60064cca1a8af", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412327, "scanner": "foundry_dataset", "fingerprint": "0c4f8bdcb2ba3c9a62d485d922d5491064d68ba7f382028b8fcc50c3e4833439", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#35", "issue_number": "35", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-22adb5d6aa311a1f", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#35\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#35\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#35\nRepo: SC0RED/Agency\nIssue/PR number: 35\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-11893feb7f7d215d", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412326, "scanner": "foundry_dataset", "fingerprint": "b3eb27961271e25c0ca7935fa3f30836764c6377060d2c0f23cc5db507bd31a0", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"security_auth_secret": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#34", "issue_number": "34", "quality_tiers": {"unresolved": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-6a0c31a3725f5457", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: needs_more_evidence\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#34\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#34\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#34\nRepo: SC0RED/Agency\nIssue/PR number: 34\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-c23c5c78d1923a8b", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412325, "scanner": "foundry_dataset", "fingerprint": "51f66016b4aa76e3bb63b9b97e60af9c8e2b2f2243c5fbfe6145eac38859d855", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"security_auth_secret": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#33", "issue_number": "33", "quality_tiers": {"unresolved": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-b1cb0c0e39cf4ffe", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: needs_more_evidence\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#33\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#33\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#33\nRepo: SC0RED/Agency\nIssue/PR number: 33\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-656bebe06523f73e", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412324, "scanner": "foundry_dataset", "fingerprint": "4c3239df3fb78714e597c583c1313a42086e358f4e8f4ffff528381ea89b9f30", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"keys": ["bug_fix", "verification_or_tests", "security_auth_secret", "claimed_resolved_unverified", "human_reported_issue_then_fix_attempt", "comment_has_related_commit_context", "ambiguous_needs_more_evidence", "human_reported_issue_then_verified_fix_attempt", "claimed_resolved_with_verification_signal", "thread_has_human_issue_and_fix_context", "blueprint_human_gap_alignment", "issue_or_pull_request_thread", "api_integration_gap", "mock_placeholder", "ui_workflow_gap", "dependency_or_build", "human_reported_issue_no_linked_fix", "not_resolved_or_not_observed", "partial blueprint fit"], "count": 19, "_omitted": "large_dict"}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 8, "not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 4, "claimed_resolved_with_verification_signal": 4}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 78, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 7, "thread_has_comment": 7, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 11, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 7, "comment_chain_links_commit": 29, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 7}, "node_count": 45, "node_types": {"repo": 1, "commit": 13, "thread": 1, "comment": 7, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 11, "comment_chain": 7, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#32", "issue_number": "32", "quality_tiers": {"unresolved": 1, "high_confidence": 3, "assumption_check": 2, "weak_supervision": 5}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-6a1253c15fab06e2", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#32\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#32\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#32\nRepo: SC0RED/Agency\nIssue/PR number: 32\nGraph consistency label: supported_by_verification_signal\nNodes: 45\nEdges: 78\nNode types: {'commit': 13, 'link_quality': 11, 'comment': 7, 'comment_chain': 7, 'alignment': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 29, 'chain_has_link_quality': 11, 'thread_has_comment': 7, 'thread_has_comment_chain': 7, 'comment_has_chain': 7, 'issue_chain_has_comment_chain': 7, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 6, 'verification_or_tests': 6, 'security_auth_secret': 4, 'claimed_resolved_unverified': 4, 'human_reported_issue_then_fix_attempt': 2, 'comment_has_related_commit_context': 2, 'ambiguous_needs_more_evidence': 2, 'human_reported_issue_then_verified_fix_attempt': 2, 'claimed_resolved_with_verification_signal': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'mock_placeholder': 1, 'ui_workflow_gap': 1, 'dependency_or_build': 1}\nOutcomes: {'claimed_resolved_unverified': 8, 'ambiguous_needs_more_evidence': 4, 'claimed_resolved_with_verification_signal': 4, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 5, 'high_confidence': 3, 'assumption_check': 2, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-b5d5d440c129bfc7", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412323, "scanner": "foundry_dataset", "fingerprint": "38f98d82e2b76ad363515b3c2da6eea001cc2f5ae65c99be0885cf41594d711c", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"security_auth_secret": 1, "verification_or_tests": 5, "human_feedback_general": 2, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 4, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 8}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 26, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "chain_has_link_quality": 5, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 3}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#31", "issue_number": "31", "quality_tiers": {"unresolved": 2, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-d472d707dacba83d", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#31\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#31\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#31\nRepo: SC0RED/Agency\nIssue/PR number: 31\nGraph consistency label: weak_supervision_needs_review\nNodes: 20\nEdges: 26\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 3, 'comment_chain': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 4, 'human_feedback_general': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 2}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-ed826e28dee9dcbf", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412322, "scanner": "foundry_dataset", "fingerprint": "7571fd05a27df0b125b87d9edac612e94b1dc31f7b8250c00c9b120c36bfb428", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"security_auth_secret": 1, "verification_or_tests": 5, "human_feedback_general": 2, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 4, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 8}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 26, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "chain_has_link_quality": 5, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 3}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#30", "issue_number": "30", "quality_tiers": {"unresolved": 2, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-f554449cb4a7206e", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#30\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#30\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#30\nRepo: SC0RED/Agency\nIssue/PR number: 30\nGraph consistency label: weak_supervision_needs_review\nNodes: 20\nEdges: 26\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 3, 'comment_chain': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 4, 'human_feedback_general': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 2}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-3dd41893a516db43", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412321, "scanner": "foundry_dataset", "fingerprint": "3a6f3b83cd6e3fab95efffba687e93b7b05b191f8e5f5053f05231e5b9b502ec", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#29", "issue_number": "29", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-06e78d2295b7a35e", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#29\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#29\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#29\nRepo: SC0RED/Agency\nIssue/PR number: 29\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-ad391710afc65960", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412320, "scanner": "foundry_dataset", "fingerprint": "229c7a16c1b251eab3be8d340d770124e162bda83232db0543be62678ecd02a9", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"api_integration_gap": 2, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 2, "comment_has_related_commit_context": 2, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 8}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 39, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 7, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 25, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 3, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#28", "issue_number": "28", "quality_tiers": {"unresolved": 1, "assumption_check": 2, "weak_supervision": 4}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-c7e55ec2f3e82bfd", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#28\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#28\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#28\nRepo: SC0RED/Agency\nIssue/PR number: 28\nGraph consistency label: weak_supervision_needs_review\nNodes: 25\nEdges: 39\nNode types: {'link_quality': 7, 'commit': 5, 'comment': 3, 'comment_chain': 3, 'alignment': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 7, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 4, 'api_integration_gap': 2, 'comment_has_related_commit_context': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 4, 'assumption_check': 2, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-aaf05384836fd829", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412319, "scanner": "foundry_dataset", "fingerprint": "8fb03738337b82cd73eb34410ff6c80a42096dd9a31f907b7b9dbf4657779add", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 1, "test_ci_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#27", "issue_number": "27", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-f3a0a2b881556436", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#27\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#27\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#27\nRepo: SC0RED/Agency\nIssue/PR number: 27\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-257011712feb9564", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412318, "scanner": "foundry_dataset", "fingerprint": "b6872a61d3e1413df160197427a40b10d9a6c6fdb4df2315024c18084ea222b1", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 5, "security_auth_secret": 2, "human_feedback_general": 1, "unlinked_human_feedback": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 1, "human_reported_issue_no_linked_fix": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 6, "not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 2}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 26, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "chain_has_link_quality": 5, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 3}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#26", "issue_number": "26", "quality_tiers": {"unresolved": 2, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-a59ff8c6193fde43", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#26\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#26\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#26\nRepo: SC0RED/Agency\nIssue/PR number: 26\nGraph consistency label: weak_supervision_needs_review\nNodes: 20\nEdges: 26\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 3, 'comment_chain': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 5, 'claimed_resolved_unverified': 3, 'security_auth_secret': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'human_reported_issue_then_fix_attempt': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1}\nOutcomes: {'claimed_resolved_unverified': 6, 'not_resolved_or_not_observed': 2, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 2}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-2492f8f278ee6ec9", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412317, "scanner": "foundry_dataset", "fingerprint": "e3e73af5f03420c00d0131e9fceb9e089d61c0a583ab64f15f11f20b39c0f0ae", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 1, "test_ci_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#25", "issue_number": "25", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-d8e8e63ec5bf0ebf", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#25\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#25\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#25\nRepo: SC0RED/Agency\nIssue/PR number: 25\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-d70003c0e9bbec54", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412316, "scanner": "foundry_dataset", "fingerprint": "9810f963d5d0fb9d6199dd53ee67f082877699b7d63a77fe0c343fc6bd6322bb", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 5, "api_integration_gap": 1, "security_auth_secret": 1, "agent_instruction_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "claimed_resolved_unverified": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 1, "human_reported_issue_no_linked_fix": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 2, "not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 35, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 6, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 27, "node_types": {"repo": 1, "commit": 9, "thread": 1, "comment": 3, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#24", "issue_number": "24", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 4}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-4fadbc475843003e", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#24\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#24\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#24\nRepo: SC0RED/Agency\nIssue/PR number: 24\nGraph consistency label: supported_by_verification_signal\nNodes: 27\nEdges: 35\nNode types: {'commit': 9, 'link_quality': 6, 'comment': 3, 'comment_chain': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 6, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'bug_fix': 5, 'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'security_auth_secret': 1, 'agent_instruction_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'human_reported_issue_then_fix_attempt': 1, 'claimed_resolved_unverified': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'not_resolved_or_not_observed': 2, 'claimed_resolved_unverified': 2}\nQuality tiers: {'weak_supervision': 4, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-dd40907c1baea703", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412315, "scanner": "foundry_dataset", "fingerprint": "76c66e6580b72d3387298866c52252330c97baf34b3fa0db54d504f53069726a", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 5, "security_auth_secret": 2, "agent_instruction_gap": 1, "claimed_resolved_unverified": 4, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "human_reported_issue_no_linked_fix": 1, "human_reported_issue_then_fix_attempt": 2, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 8, "not_resolved_or_not_observed": 2}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 27, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "chain_has_link_quality": 5, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 6, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 3}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#23", "issue_number": "23", "quality_tiers": {"unresolved": 1, "weak_supervision": 4}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-ce3d170e643afacb", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#23\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#23\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#23\nRepo: SC0RED/Agency\nIssue/PR number: 23\nGraph consistency label: weak_supervision_needs_review\nNodes: 20\nEdges: 27\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 3, 'comment_chain': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 6, 'chain_has_link_quality': 5, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 5, 'claimed_resolved_unverified': 4, 'security_auth_secret': 2, 'human_reported_issue_then_fix_attempt': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'agent_instruction_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1}\nOutcomes: {'claimed_resolved_unverified': 8, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 4, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-dc10774f0261cf66", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412314, "scanner": "foundry_dataset", "fingerprint": "ba13ce2a6a32821e1a4dd22e2d66cf0e550bce156bc62a4a7d20de513a8d96b1", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 1, "api_integration_gap": 2, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 2, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 1, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6, "claimed_resolved_with_verification_signal": 2}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 39, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 7, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 26, "node_types": {"repo": 1, "commit": 6, "thread": 1, "comment": 3, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#22", "issue_number": "22", "quality_tiers": {"unresolved": 1, "high_confidence": 3, "assumption_check": 2, "weak_supervision": 1}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-1195d936aa1cc2af", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#22\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#22\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#22\nRepo: SC0RED/Agency\nIssue/PR number: 22\nGraph consistency label: supported_by_verification_signal\nNodes: 26\nEdges: 39\nNode types: {'link_quality': 7, 'commit': 6, 'comment': 3, 'comment_chain': 3, 'alignment': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 7, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'api_integration_gap': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'claimed_resolved_with_verification_signal': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'not_resolved_or_not_observed': 2, 'claimed_resolved_with_verification_signal': 2}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2, 'weak_supervision': 1, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-19cde748588fedf5", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412313, "scanner": "foundry_dataset", "fingerprint": "1deda7e008c8a80929263ba526325b87bf8fb74fd605b3634a78c1cf4ee60805", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 4, "api_integration_gap": 1, "security_auth_secret": 1, "agent_instruction_gap": 3, "partial blueprint fit": 1, "verification_or_tests": 9, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 2, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 6, "human_reported_issue_then_verified_fix_attempt": 4}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 2, "claimed_resolved_with_verification_signal": 12}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 64, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 6, "thread_has_comment": 6, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 10, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 6, "comment_chain_links_commit": 20, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 6}, "node_count": 42, "node_types": {"repo": 1, "commit": 13, "thread": 1, "comment": 6, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 10, "comment_chain": 6, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#21", "issue_number": "21", "quality_tiers": {"unresolved": 1, "high_confidence": 3, "assumption_check": 2, "weak_supervision": 4}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-acea94b6a5dead7d", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#21\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#21\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#21\nRepo: SC0RED/Agency\nIssue/PR number: 21\nGraph consistency label: supported_by_verification_signal\nNodes: 42\nEdges: 64\nNode types: {'commit': 13, 'link_quality': 10, 'comment': 6, 'comment_chain': 6, 'alignment': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 20, 'chain_has_link_quality': 10, 'thread_has_comment': 6, 'thread_has_comment_chain': 6, 'comment_has_chain': 6, 'issue_chain_has_comment_chain': 6, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 9, 'claimed_resolved_with_verification_signal': 6, 'human_reported_issue_then_verified_fix_attempt': 4, 'bug_fix': 4, 'agent_instruction_gap': 3, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'security_auth_secret': 1, 'api_integration_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'comment_has_related_commit_context': 1, 'ambiguous_needs_more_evidence': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 12, 'not_resolved_or_not_observed': 2, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'weak_supervision': 4, 'high_confidence': 3, 'assumption_check': 2, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-d0bca8414e446fb6", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412312, "scanner": "foundry_dataset", "fingerprint": "17b64f28f67cdbed9e04c632ef286bbc826045c88b42eb421a4080d55dce2e6b", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 2, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 3, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#20", "issue_number": "20", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-7867a4ad0748489e", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#20\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#20\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#20\nRepo: SC0RED/Agency\nIssue/PR number: 20\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-808094ad7d758684", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412311, "scanner": "foundry_dataset", "fingerprint": "5c3d5ad1bc0a8c600671b57160316a7ff1e31e89a0c90e803cf3acac8622a5ea", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 1, "api_integration_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#19", "issue_number": "19", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-be3844010e1a6b45", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#19\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#19\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#19\nRepo: SC0RED/Agency\nIssue/PR number: 19\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-d7f7fdbd632dbef9", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412310, "scanner": "foundry_dataset", "fingerprint": "830a59e4cda7e23aff1cf99bd85e404acbe636d09d77c7db928bcfc486f47513", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 4, "dependency_or_build": 1, "security_auth_secret": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 14, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#17", "issue_number": "17", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-a9bfe074f10615d3", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#17\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#17\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#17\nRepo: SC0RED/Agency\nIssue/PR number: 17\nGraph consistency label: weak_supervision_needs_review\nNodes: 14\nEdges: 16\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 4, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1, 'dependency_or_build': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 3}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-4be5bcdbd7557179", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412309, "scanner": "foundry_dataset", "fingerprint": "5676079c83c45cd5020f9c93e5f02346390f1a5b2a57b8b47f49300ae133079e", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 4, "api_integration_gap": 2, "security_auth_secret": 1, "agent_instruction_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 8, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 2, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 5, "human_reported_issue_then_verified_fix_attempt": 3}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 10}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 49, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 4, "thread_has_comment": 4, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 8, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 4, "comment_chain_links_commit": 15, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 4}, "node_count": 35, "node_types": {"repo": 1, "commit": 12, "thread": 1, "comment": 4, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 8, "comment_chain": 4, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#16", "issue_number": "16", "quality_tiers": {"unresolved": 1, "assumption_check": 2, "weak_supervision": 5}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-6760fc5ab0148710", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#16\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#16\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#16\nRepo: SC0RED/Agency\nIssue/PR number: 16\nGraph consistency label: supported_by_verification_signal\nNodes: 35\nEdges: 49\nNode types: {'commit': 12, 'link_quality': 8, 'comment': 4, 'comment_chain': 4, 'alignment': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 15, 'chain_has_link_quality': 8, 'thread_has_comment': 4, 'thread_has_comment_chain': 4, 'comment_has_chain': 4, 'issue_chain_has_comment_chain': 4, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 8, 'claimed_resolved_with_verification_signal': 5, 'bug_fix': 4, 'human_reported_issue_then_verified_fix_attempt': 3, 'api_integration_gap': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'agent_instruction_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 10, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 5, 'assumption_check': 2, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-5affc94c03de3b0d", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412308, "scanner": "foundry_dataset", "fingerprint": "b6a7eee7b5affa513499a782d9a9ec03ba7ceab9ec1edf150eaaafe51acae7aa", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"keys": ["verification_or_tests", "claimed_resolved_with_verification_signal", "human_reported_issue_then_verified_fix_attempt", "blueprint_human_gap_alignment", "bug_fix", "api_integration_gap", "ui_workflow_gap", "agent_instruction_gap", "thread_has_human_issue_and_fix_context", "issue_or_pull_request_thread", "data_schema_persistence", "security_auth_secret", "human_reported_issue_no_linked_fix", "not_resolved_or_not_observed", "comment_has_related_commit_context", "ambiguous_needs_more_evidence", "human_reported_issue_then_fix_attempt", "claimed_resolved_unverified", "partial blueprint fit"], "count": 19, "_omitted": "large_dict"}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 2, "not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 2, "claimed_resolved_with_verification_signal": 20}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 140, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 11, "thread_has_comment": 11, "alignment_uses_comment": 8, "alignment_uses_finding": 8, "chain_has_link_quality": 21, "comment_aligns_finding": 8, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 11, "comment_chain_links_commit": 47, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 11}, "node_count": 71, "node_types": {"repo": 1, "commit": 15, "thread": 1, "comment": 11, "alignment": 8, "fix_outcome": 1, "issue_chain": 1, "link_quality": 21, "comment_chain": 11, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#15", "issue_number": "15", "quality_tiers": {"unresolved": 1, "high_confidence": 3, "assumption_check": 8, "weak_supervision": 9}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-7abd8001d3144e21", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#15\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#15\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#15\nRepo: SC0RED/Agency\nIssue/PR number: 15\nGraph consistency label: supported_by_verification_signal\nNodes: 71\nEdges: 140\nNode types: {'link_quality': 21, 'commit': 15, 'comment': 11, 'comment_chain': 11, 'alignment': 8, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 47, 'chain_has_link_quality': 21, 'thread_has_comment': 11, 'thread_has_comment_chain': 11, 'comment_has_chain': 11, 'issue_chain_has_comment_chain': 11, 'alignment_uses_comment': 8, 'alignment_uses_finding': 8, 'comment_aligns_finding': 8, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 10, 'claimed_resolved_with_verification_signal': 10, 'human_reported_issue_then_verified_fix_attempt': 8, 'blueprint_human_gap_alignment': 8, 'bug_fix': 5, 'api_integration_gap': 4, 'ui_workflow_gap': 3, 'agent_instruction_gap': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'security_auth_secret': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'comment_has_related_commit_context': 1, 'ambiguous_needs_more_evidence': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 20, 'not_resolved_or_not_observed': 2, 'ambiguous_needs_more_evidence': 2, 'claimed_resolved_unverified': 2}\nQuality tiers: {'weak_supervision': 9, 'assumption_check': 8, 'high_confidence': 3, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-73df0174c9491b82", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412307, "scanner": "foundry_dataset", "fingerprint": "a20f92fd8711b2a0af4e43fb9d8ff0c3196c2be783614c63b4ea1ab66e86c571", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"test_ci_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 5, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 2, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#14", "issue_number": "14", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-6825a829fd0232ab", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#14\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#14\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#14\nRepo: SC0RED/Agency\nIssue/PR number: 14\nGraph consistency label: weak_supervision_needs_review\nNodes: 20\nEdges: 25\nNode types: {'commit': 5, 'link_quality': 5, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'security_auth_secret': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-fd8ec05235f0a7e9", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412306, "scanner": "foundry_dataset", "fingerprint": "6b3f72df75a95409404bf86e8075070422daf4d8e4479350910ff7ba9d12fe4c", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"security_auth_secret": 1, "verification_or_tests": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 12, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 10, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#122", "issue_number": "122", "quality_tiers": {"high_confidence": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-aea61b451da428c8", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: supported_by_high_confidence_link\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#122\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#122\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#122\nRepo: SC0RED/Agency\nIssue/PR number: 122\nGraph consistency label: supported_by_high_confidence_link\nNodes: 10\nEdges: 12\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'commit': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_links_commit': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'comment_has_related_commit_context': 1, 'verification_or_tests': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-39af7252f0ed792f", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412305, "scanner": "foundry_dataset", "fingerprint": "4eeedc7f4ad1e2aeabc3ceea2154e2066f60ac92451de11b62b82e9b299dd9d5", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 5, "test_ci_gap": 1, "security_auth_secret": 1, "agent_instruction_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "claimed_resolved_unverified": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 1, "human_reported_issue_no_linked_fix": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 2, "not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 35, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 6, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 27, "node_types": {"repo": 1, "commit": 9, "thread": 1, "comment": 3, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#12", "issue_number": "12", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 4}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-247cd1586b138896", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#12\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#12\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#12\nRepo: SC0RED/Agency\nIssue/PR number: 12\nGraph consistency label: supported_by_verification_signal\nNodes: 27\nEdges: 35\nNode types: {'commit': 9, 'link_quality': 6, 'comment': 3, 'comment_chain': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 6, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'bug_fix': 5, 'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'security_auth_secret': 1, 'agent_instruction_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'human_reported_issue_then_fix_attempt': 1, 'claimed_resolved_unverified': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'not_resolved_or_not_observed': 2, 'claimed_resolved_unverified': 2}\nQuality tiers: {'weak_supervision': 4, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-ff5f20007b5a863b", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412304, "scanner": "foundry_dataset", "fingerprint": "e23c7383215a8718c5f9b52692455b911ca15ca631f100225c4a68482ac53f33", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"dependency_or_build": 1, "security_auth_secret": 1, "verification_or_tests": 1, "issue_or_pull_request_thread": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 13, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 11, "node_types": {"repo": 1, "commit": 2, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#118", "issue_number": "118", "quality_tiers": {"high_confidence": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-b84bbb37178dba1c", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#118\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#118\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#118\nRepo: SC0RED/Agency\nIssue/PR number: 118\nGraph consistency label: supported_by_verification_signal\nNodes: 11\nEdges: 13\nNode types: {'link_quality': 3, 'commit': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'comment_chain_links_commit': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1, 'dependency_or_build': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-2df5c91525804888", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412303, "scanner": "foundry_dataset", "fingerprint": "12d5dd3b01b81dbd2412225806b4cb541a191b42d440cf67ec7118b37d86a0ff", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"security_auth_secret": 1, "verification_or_tests": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 12, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 10, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#115", "issue_number": "115", "quality_tiers": {"high_confidence": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-695457a8a58d16ba", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: supported_by_high_confidence_link\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#115\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#115\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#115\nRepo: SC0RED/Agency\nIssue/PR number: 115\nGraph consistency label: supported_by_high_confidence_link\nNodes: 10\nEdges: 12\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'commit': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_links_commit': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'comment_has_related_commit_context': 1, 'verification_or_tests': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-d21e3a6f243935be", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412302, "scanner": "foundry_dataset", "fingerprint": "37c4f5a0a1f15971a6cf527e1e2db55fddb7a32dd5946152b6941a449de4fe7b", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 2, "dependency_or_build": 1, "security_auth_secret": 1, "verification_or_tests": 1, "issue_or_pull_request_thread": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 15, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 4, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 13, "node_types": {"repo": 1, "commit": 4, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#111", "issue_number": "111", "quality_tiers": {"high_confidence": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-a5f7f5cca359fb5a", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#111\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#111\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#111\nRepo: SC0RED/Agency\nIssue/PR number: 111\nGraph consistency label: supported_by_verification_signal\nNodes: 13\nEdges: 15\nNode types: {'commit': 4, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 4, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'claimed_resolved_with_verification_signal': 3, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1, 'dependency_or_build': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-ac399c577d2d1936", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412301, "scanner": "foundry_dataset", "fingerprint": "b0586352ccfc54d2ca9eee36d92f8561a23248bead3d117d6ac3f3e11b489082", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 6, "test_ci_gap": 1, "api_integration_gap": 2, "generated_provenance": 2, "security_auth_secret": 2, "agent_instruction_gap": 2, "partial blueprint fit": 1, "verification_or_tests": 8, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "blueprint_human_gap_alignment": 3, "human_reported_issue_no_linked_fix": 1, "human_reported_issue_then_fix_attempt": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 5, "human_reported_issue_then_verified_fix_attempt": 3}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 6, "not_resolved_or_not_observed": 2, "claimed_resolved_with_verification_signal": 10}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 82, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 7, "thread_has_comment": 7, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 12, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 7, "comment_chain_links_commit": 29, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 7}, "node_count": 50, "node_types": {"repo": 1, "commit": 16, "thread": 1, "comment": 7, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 12, "comment_chain": 7, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#11", "issue_number": "11", "quality_tiers": {"unresolved": 1, "assumption_check": 3, "weak_supervision": 8}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-81d6ead07477b330", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#11\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#11\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#11\nRepo: SC0RED/Agency\nIssue/PR number: 11\nGraph consistency label: supported_by_verification_signal\nNodes: 50\nEdges: 82\nNode types: {'commit': 16, 'link_quality': 12, 'comment': 7, 'comment_chain': 7, 'alignment': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 29, 'chain_has_link_quality': 12, 'thread_has_comment': 7, 'thread_has_comment_chain': 7, 'comment_has_chain': 7, 'issue_chain_has_comment_chain': 7, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 8, 'bug_fix': 6, 'claimed_resolved_with_verification_signal': 5, 'human_reported_issue_then_verified_fix_attempt': 3, 'human_reported_issue_then_fix_attempt': 3, 'claimed_resolved_unverified': 3, 'blueprint_human_gap_alignment': 3, 'security_auth_secret': 2, 'api_integration_gap': 2, 'agent_instruction_gap': 2, 'generated_provenance': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 10, 'claimed_resolved_unverified': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 8, 'assumption_check': 3, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-78eba4f4b779070e", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412300, "scanner": "foundry_dataset", "fingerprint": "b08514c228183e2babe1a19f6fe53eead4aeef39d18198667f40466253015695", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 3, "dependency_or_build": 1, "security_auth_secret": 1, "verification_or_tests": 1, "issue_or_pull_request_thread": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 14, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#101", "issue_number": "101", "quality_tiers": {"high_confidence": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-bb6d02800d59db4a", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#101\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#101\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#101\nRepo: SC0RED/Agency\nIssue/PR number: 101\nGraph consistency label: supported_by_verification_signal\nNodes: 14\nEdges: 16\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 3, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1, 'dependency_or_build': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-fc28630f39129992", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: SC0RED/Agency"}, "properties": {"repobilityId": 412299, "scanner": "foundry_dataset", "fingerprint": "0d780986ce992e28f87681088b5192a116d9b29255204190d93c4899f931fc73", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 4, "dependency_or_build": 1, "security_auth_secret": 2, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "human_reported_issue_no_linked_fix": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 6, "not_resolved_or_not_observed": 2}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 21, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 17, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#10", "issue_number": "10", "quality_tiers": {"unresolved": 1, "weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-0ddc5a6767870aab", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#10\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#10\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#10\nRepo: SC0RED/Agency\nIssue/PR number: 10\nGraph consistency label: weak_supervision_needs_review\nNodes: 17\nEdges: 21\nNode types: {'commit': 5, 'link_quality': 4, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 4, 'claimed_resolved_unverified': 3, 'security_auth_secret': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'human_reported_issue_then_fix_attempt': 1, 'dependency_or_build': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1}\nOutcomes: {'claimed_resolved_unverified': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-b29f2e841c95260e", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_fake_real_gap", "level": "error", "message": {"text": "Foundry mined mock as real or placeholder: SC0RED/Agency"}, "properties": {"repobilityId": 406854, "scanner": "foundry_dataset", "fingerprint": "cd8348dd28c22025dd40c866987bd8e45770d65d4f91f6d6db0413517be9b0a1", "category": "practices", "severity": "critical", "confidence": 0.82, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Mock, sample, placeholder, or self-attested behavior treated as real", "intent": "Hard negatives for fake completeness and missing real data paths.", "labels": {"bug_fix": 4, "mock_placeholder": 1, "generated_provenance": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "mock_as_real_or_placeholder", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "mock_as_real_or_placeholder", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 14, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#99", "issue_number": "99", "quality_tiers": {"high_confidence": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-e3f81ffb5e50024d", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {}}, "text": "Graph query export: Mock, sample, placeholder, or self-attested behavior treated as real\nQuery id: mock_as_real_or_placeholder\nQuery type: motif_query\nIntent: Hard negatives for fake completeness and missing real data paths.\nMotif: mock_as_real_or_placeholder\nTraining usage: hard_negative\nGraph gold label: supported_by_high_confidence_link\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#99\nEvidence:\nGraph motif: Mock, sample, placeholder, or self-attested behavior treated as real\nMotif id: mock_as_real_or_placeholder\nPolarity: bad\nTraining usage: hard_negative\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#99\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#99\nRepo: SC0RED/Agency\nIssue/PR number: 99\nGraph consistency label: supported_by_high_confidence_link\nNodes: 14\nEdges: 16\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 4, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'mock_placeholder': 1, 'human_reported_issue_then_fix_attempt': 1, 'generated_provenance': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'high_confidence': 3}\nCI labels: {}\nCurriculum targets:\n- Train real-data plumbing and mock-removal tasks from source to UI.\n- Use as hard negatives for dashboards or apps claiming real runs without provenance.\nAssumption checks:\n- Is user-visible behavior backed by real storage/API/CI artifacts?\n- Are placeholders, sample data, or generated claims still in a production path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-b48137ca831895a4", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/mock_as_real_or_placeholder/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/mock_as_real_or_placeholder", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_fake_real_gap", "level": "error", "message": {"text": "Foundry mined mock as real or placeholder: SC0RED/Agency"}, "properties": {"repobilityId": 406853, "scanner": "foundry_dataset", "fingerprint": "933b66beddf7566096b4f1dc13e19bf94b155d1a3cf525878bb34dc4c9679c2e", "category": "practices", "severity": "critical", "confidence": 0.82, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Mock, sample, placeholder, or self-attested behavior treated as real", "intent": "Hard negatives for fake completeness and missing real data paths.", "labels": {"bug_fix": 5, "mock_placeholder": 1, "api_integration_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "claimed_resolved_unverified": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "human_reported_issue_no_linked_fix": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "mock_as_real_or_placeholder", "outcomes": {"claimed_resolved_unverified": 2, "not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "mock_as_real_or_placeholder", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 35, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 6, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 28, "node_types": {"repo": 1, "commit": 10, "thread": 1, "comment": 3, "alignment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#9", "issue_number": "9", "quality_tiers": {"unresolved": 1, "assumption_check": 1, "weak_supervision": 4}, "repo_full_name": "SC0RED/Agency", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-d579d0385b10175d", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Mock, sample, placeholder, or self-attested behavior treated as real\nQuery id: mock_as_real_or_placeholder\nQuery type: motif_query\nIntent: Hard negatives for fake completeness and missing real data paths.\nMotif: mock_as_real_or_placeholder\nTraining usage: hard_negative\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#9\nEvidence:\nGraph motif: Mock, sample, placeholder, or self-attested behavior treated as real\nMotif id: mock_as_real_or_placeholder\nPolarity: bad\nTraining usage: hard_negative\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#9\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#9\nRepo: SC0RED/Agency\nIssue/PR number: 9\nGraph consistency label: weak_supervision_needs_review\nNodes: 28\nEdges: 35\nNode types: {'commit': 10, 'link_quality': 6, 'comment': 3, 'comment_chain': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 6, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'verification_or_tests': 5, 'bug_fix': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'security_auth_secret': 1, 'mock_placeholder': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'human_reported_issue_then_fix_attempt': 1, 'claimed_resolved_unverified': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'not_resolved_or_not_observed': 2, 'claimed_resolved_unverified': 2}\nQuality tiers: {'weak_supervision': 4, 'unresolved': 1, 'assumption_check': 1}\nCI labels: {}\nCurriculum targets:\n- Train real-data plumbing and mock-removal tasks from source to UI.\n- Use as hard negatives for dashboards or apps claiming real runs without provenance.\nAssumption checks:\n- Is user-visible behavior backed by real storage/API/CI artifacts?\n- Are placeholders, sample data, or generated claims still in a production path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-ef6a92d15afc1149", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/mock_as_real_or_placeholder/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/mock_as_real_or_placeholder", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_fake_real_gap", "level": "error", "message": {"text": "Foundry mined mock as real or placeholder: SC0RED/Agency"}, "properties": {"repobilityId": 406852, "scanner": "foundry_dataset", "fingerprint": "d6ab0cd84273df0cca366989e8058c4ec8aad0d5ba4bfb323b6312e65cd02e6a", "category": "practices", "severity": "critical", "confidence": 0.82, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Mock, sample, placeholder, or self-attested behavior treated as real", "intent": "Hard negatives for fake completeness and missing real data paths.", "labels": {"generated_provenance": 1, "agent_instruction_gap": 1, "self_attested_unverified": 3, "issue_or_pull_request_thread": 1, "thread_has_human_issue_and_fix_context": 2, "self_attested_or_generated_fix_unverified": 1}, "source": "graph_query_export", "motif_id": "mock_as_real_or_placeholder", "outcomes": {"self_attested_unverified": 6}, "polarity": "bad", "query_id": "mock_as_real_or_placeholder", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 12, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 10, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#87", "issue_number": "87", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "SC0RED/Agency", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-e24cb7e26debab42", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Mock, sample, placeholder, or self-attested behavior treated as real\nQuery id: mock_as_real_or_placeholder\nQuery type: motif_query\nIntent: Hard negatives for fake completeness and missing real data paths.\nMotif: mock_as_real_or_placeholder\nTraining usage: hard_negative\nGraph gold label: weak_supervision_needs_review\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#87\nEvidence:\nGraph motif: Mock, sample, placeholder, or self-attested behavior treated as real\nMotif id: mock_as_real_or_placeholder\nPolarity: bad\nTraining usage: hard_negative\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#87\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#87\nRepo: SC0RED/Agency\nIssue/PR number: 87\nGraph consistency label: weak_supervision_needs_review\nNodes: 10\nEdges: 12\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'commit': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_links_commit': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'self_attested_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'agent_instruction_gap': 1, 'self_attested_or_generated_fix_unverified': 1, 'generated_provenance': 1}\nOutcomes: {'self_attested_unverified': 6}\nQuality tiers: {'weak_supervision': 3}\nCI labels: {}\nCurriculum targets:\n- Train real-data plumbing and mock-removal tasks from source to UI.\n- Use as hard negatives for dashboards or apps claiming real runs without provenance.\nAssumption checks:\n- Is user-visible behavior backed by real storage/API/CI artifacts?\n- Are placeholders, sample data, or generated claims still in a production path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-a18967fdada8c674", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/mock_as_real_or_placeholder/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/mock_as_real_or_placeholder", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_fake_real_gap", "level": "error", "message": {"text": "Foundry mined mock as real or placeholder: SC0RED/Agency"}, "properties": {"repobilityId": 406851, "scanner": "foundry_dataset", "fingerprint": "af39952916db86cee6c4aa8a0f422c6775eb647f0d5067ccc2579e5ef1f96a40", "category": "practices", "severity": "critical", "confidence": 0.82, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. 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{"claimed_resolved_unverified": 8, "not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 4, "claimed_resolved_with_verification_signal": 4}, "polarity": "bad", "query_id": "mock_as_real_or_placeholder", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 78, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 7, "thread_has_comment": 7, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 11, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 7, "comment_chain_links_commit": 29, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 7}, "node_count": 45, "node_types": {"repo": 1, "commit": 13, "thread": 1, "comment": 7, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 11, "comment_chain": 7, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#32", "issue_number": "32", "quality_tiers": {"unresolved": 1, "high_confidence": 3, "assumption_check": 2, "weak_supervision": 5}, "repo_full_name": "SC0RED/Agency", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-cc090a5482002241", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Mock, sample, placeholder, or self-attested behavior treated as real\nQuery id: mock_as_real_or_placeholder\nQuery type: motif_query\nIntent: Hard negatives for fake completeness and missing real data paths.\nMotif: mock_as_real_or_placeholder\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#32\nEvidence:\nGraph motif: Mock, sample, placeholder, or self-attested behavior treated as real\nMotif id: mock_as_real_or_placeholder\nPolarity: bad\nTraining usage: hard_negative\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#32\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#32\nRepo: SC0RED/Agency\nIssue/PR number: 32\nGraph consistency label: supported_by_verification_signal\nNodes: 45\nEdges: 78\nNode types: {'commit': 13, 'link_quality': 11, 'comment': 7, 'comment_chain': 7, 'alignment': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 29, 'chain_has_link_quality': 11, 'thread_has_comment': 7, 'thread_has_comment_chain': 7, 'comment_has_chain': 7, 'issue_chain_has_comment_chain': 7, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 6, 'verification_or_tests': 6, 'security_auth_secret': 4, 'claimed_resolved_unverified': 4, 'human_reported_issue_then_fix_attempt': 2, 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in a production path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/SC0RED/Agency", "source_id": "graph-query-motif_query-2a5cc21c3578d189", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/mock_as_real_or_placeholder/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "SC0RED/Agency", "source_dataset": "graph_queries/mock_as_real_or_placeholder", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_fake_real_gap", "level": "error", "message": {"text": "Foundry mined mock as real or placeholder: SC0RED/Agency"}, "properties": {"repobilityId": 406849, "scanner": "foundry_dataset", "fingerprint": "72261ca59d3dda0a88d93ba9d4626ec19777a6a3c659506f5819aa0f3b695b71", "category": "practices", "severity": "critical", "confidence": 0.82, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Mock, sample, placeholder, or self-attested behavior treated as real", "intent": "Hard negatives for fake completeness and missing real data paths.", "labels": {"test_ci_gap": 1, "docs_or_claims": 2, "source_or_other": 8, "mock_placeholder": 1, "partial blueprint fit": 1, "positive_human_signal": 1, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 5, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 3, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "mock_as_real_or_placeholder", "outcomes": {"ambiguous_needs_more_evidence": 10}, "polarity": "bad", "query_id": "mock_as_real_or_placeholder", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 82, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 1, "thread_touches_file": 10, "thread_has_pr_review": 2, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 6, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 10, "thread_has_comment_chain": 3, "comment_chain_links_commit": 7, "comment_chain_touches_file": 30, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 33, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 10, "alignment": 1, "pr_review": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "SC0RED/Agency#134", "issue_number": "134", "quality_tiers": {"high_confidence": 5, "assumption_check": 1}, "repo_full_name": "SC0RED/Agency", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-2f64d9dc0be10d9c", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"docs_or_claims": 12, "source_or_other": 48}}, "text": "Graph query export: Mock, sample, placeholder, or self-attested behavior treated as real\nQuery id: mock_as_real_or_placeholder\nQuery type: motif_query\nIntent: Hard negatives for fake completeness and missing real data paths.\nMotif: mock_as_real_or_placeholder\nTraining usage: hard_negative\nGraph gold label: supported_by_high_confidence_link\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#134\nEvidence:\nGraph motif: Mock, sample, placeholder, or self-attested behavior treated as real\nMotif id: mock_as_real_or_placeholder\nPolarity: bad\nTraining usage: hard_negative\nSeverity: critical\nRepo: SC0RED/Agency\nThread: SC0RED/Agency#134\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: SC0RED/Agency#134\nRepo: SC0RED/Agency\nIssue/PR number: 134\nGraph consistency label: supported_by_high_confidence_link\nNodes: 33\nEdges: 82\nNode types: {'pr_file': 10, 'link_quality': 6, 'commit': 5, 'comment_chain': 3, 'pr_review': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_touches_file': 30, 'thread_touches_file': 10, 'issue_chain_touches_file': 10, 'comment_chain_links_commit': 7, 'chain_has_link_quality': 6, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'thread_has_pr_review': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1}\nLabels: {'source_or_other': 8, 'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 5, 'comment_has_related_commit_context': 3, 'docs_or_claims': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'mock_placeholder': 1, 'positive_human_signal': 1, 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"graph_queries/mock_as_real_or_placeholder", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_fake_real_gap", "level": "error", "message": {"text": "Foundry mined mock as real or placeholder: SC0RED/Agency"}, "properties": {"repobilityId": 406848, "scanner": "foundry_dataset", "fingerprint": "005ac83d7c526f3b8bd6e82b62a8277dbc134b0189872e5dcff851f776376100", "category": "practices", "severity": "critical", "confidence": 0.82, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. 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Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Mock, sample, placeholder, or self-attested behavior treated as real", "intent": "Hard negatives for fake completeness and missing real data paths.", "labels": {"mock_placeholder": 1, "verification_or_tests": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "mock_as_real_or_placeholder", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "mock_as_real_or_placeholder", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 12, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 1, "issue_chain_has_fix_outcome": 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