{"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: tsouza/cerberus", "shortDescription": {"text": "Foundry mined unresolved feedback: tsouza/cerberus"}, "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: needs_more_evidence\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#774\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: tsouza/cerberus\nThread: tsouza/cerberus#774\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#774\nRepo: tsouza/cerberus\nIssue/PR number: 774\nGraph consistency label: needs_more_evidence\nNodes: 21\nEdges: 31\nNode types: {'link_quality': 7, 'comment': 5, 'comment_chain': 5, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 7, 'thread"}, "properties": {"scanner": "foundry_dataset", "category": "practices", "severity": "medium", "confidence": 0.7, "cwe": "", "owasp": ""}}, {"id": "foundry_blueprint_gap", "name": "Foundry mined blueprint gap alignment: tsouza/cerberus", "shortDescription": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "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: weak_supervision_needs_review\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#978\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: tsouza/cerberus\nThread: tsouza/cerberus#978\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#978\nRepo: tsouza/cerberus\nIssue/PR number: 978\nGraph consistency label: weak_supervision_needs_review\nNodes: 38\nEdges: 67\nNode types: {'pr_file': 15, 'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'co"}, "properties": {"scanner": "foundry_dataset", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "cwe": "", "owasp": ""}}, {"id": "foundry_assumption_check", "name": "Foundry mined assumption checks: tsouza/cerberus", "shortDescription": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "fullDescription": {"text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#978\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: tsouza/cerberus#978\nRepo: tsouza/cerberus\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: 15\nLabels: {'data_schema_persistence': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'source_or_other': 11, 'docs_or_claims': 2, 'schema_or_data': 2}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-f30fc3bf046e05b4\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"data_schema_persistence\""}, "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: tsouza/cerberus", "shortDescription": {"text": "Foundry mined test ci gap after feedback: tsouza/cerberus"}, "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_verification_signal\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#975\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: tsouza/cerberus\nThread: tsouza/cerberus#975\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#975\nRepo: tsouza/cerberus\nIssue/PR number: 975\nGraph consistency label: supported_by_verification_signal\nNodes: 25\nEdges: 34\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'pr_file': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1,"}, "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: tsouza/cerberus", "shortDescription": {"text": "Foundry mined schema ui api mismatch: tsouza/cerberus"}, "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: weak_supervision_needs_review\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#978\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: tsouza/cerberus\nThread: tsouza/cerberus#978\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#978\nRepo: tsouza/cerberus\nIssue/PR number: 978\nGraph consistency label: weak_supervision_needs_review\nNodes: 38\nEdges: 67\nNode types: {'pr_file': 15, 'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nE"}, "properties": {"scanner": "foundry_dataset", "category": "quality", "severity": "high", "confidence": 0.76, "cwe": "", "owasp": ""}}, {"id": "foundry_bad_chain", "name": "Foundry mined bad chains: tsouza/cerberus", "shortDescription": {"text": "Foundry mined bad chains: tsouza/cerberus"}, "fullDescription": {"text": "Comment chain pattern product: bad_chains\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#774\nOutcome: not_resolved_or_not_observed\nThread label: thread_has_human_issue_without_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_unresolved, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: tsouza/cerberus#774\nRepo: tsouza/cerberus\nThread label: thread_has_human_issue_without_fix_context\nOutcome: not_resolved_or_not_observed\nComment count: 5\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'security_auth_secret': 5}\nPolarities: {'bad': 5}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-47611d46b253fe7c\",\n    \"kind\": \"review_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/774"}, "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: tsouza/cerberus", "shortDescription": {"text": "Foundry mined security auth guardrail gaps: tsouza/cerberus"}, "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: tsouza/cerberus\nThread: tsouza/cerberus#959\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#959\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#959\nRepo: tsouza/cerberus\nIssue/PR number: 959\nGraph consistency label: supported_by_high_confidence_link\nNodes: 18\nEdges: 28\nNode types: {'commit': 5, 'pr_file': 4, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_ch"}, "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: tsouza/cerberus", "shortDescription": {"text": "Foundry mined mock as real or placeholder: tsouza/cerberus"}, "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_verification_signal\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#963\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: tsouza/cerberus\nThread: tsouza/cerberus#963\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#963\nRepo: tsouza/cerberus\nIssue/PR number: 963\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 32\nNode types: {'pr_file': 5, 'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_cha"}, "properties": {"scanner": "foundry_dataset", "category": "practices", "severity": "critical", "confidence": 0.82, "cwe": "", "owasp": ""}}, {"id": "scanner-ea3a1882943e9430", "name": "Stray `console.log` in TS/JS \u2014 test/e2e/playwright/iterate-metrics-explorer.spec.ts:253", "shortDescription": {"text": "Stray `console.log` in TS/JS \u2014 test/e2e/playwright/iterate-metrics-explorer.spec.ts:253"}, "fullDescription": {"text": "Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable.\n\nWhy: Hygiene \u2014 easy to leak debug output.\nRule id: fq.console-leak"}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "low", "confidence": 1.0}}, {"id": "scanner-08cfa7602424385f", "name": "Stray `console.log` in TS/JS \u2014 test/e2e/playwright/iterate-panel-kiosk.spec.ts:180", "shortDescription": {"text": "Stray `console.log` in TS/JS \u2014 test/e2e/playwright/iterate-panel-kiosk.spec.ts:180"}, "fullDescription": {"text": "Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable.\n\nWhy: Hygiene \u2014 easy to leak debug output.\nRule id: fq.console-leak"}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "low", "confidence": 1.0}}, {"id": "scanner-2748b45c0044dfea", "name": "Stray `console.log` in TS/JS \u2014 test/e2e/playwright/iterate-all-dashboards.spec.ts:507", "shortDescription": {"text": "Stray `console.log` in TS/JS \u2014 test/e2e/playwright/iterate-all-dashboards.spec.ts:507"}, "fullDescription": {"text": "Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable.\n\nWhy: Hygiene \u2014 easy to leak debug output.\nRule id: fq.console-leak"}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "low", "confidence": 1.0}}, {"id": "scanner-56ac12497f2e4677", "name": "Stray `console.log` in TS/JS \u2014 test/e2e/playwright/crawl/crawl.spec.ts:605", "shortDescription": {"text": "Stray `console.log` in TS/JS \u2014 test/e2e/playwright/crawl/crawl.spec.ts:605"}, "fullDescription": {"text": "Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable.\n\nWhy: Hygiene \u2014 easy to leak debug output.\nRule id: fq.console-leak"}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "low", "confidence": 1.0}}, {"id": "scanner-3a3706554fdf0abe", "name": "Privileged port 15 in use", "shortDescription": {"text": "Privileged port 15 in use"}, "fullDescription": {"text": "Port 15 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer."}, "properties": {"scanner": "scanner-primary", "layer": "network", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-f531e17347d11468", "name": "Privileged port 4 in use", "shortDescription": {"text": "Privileged port 4 in use"}, "fullDescription": {"text": "Port 4 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer."}, "properties": {"scanner": "scanner-primary", "layer": "network", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-f140e47883b14810", "name": "Privileged port 7 in use", "shortDescription": {"text": "Privileged port 7 in use"}, "fullDescription": {"text": "Port 7 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer."}, "properties": {"scanner": "scanner-primary", "layer": "network", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-10d2b26d0f2c3758", "name": "Privileged port 11 in use", "shortDescription": {"text": "Privileged port 11 in use"}, "fullDescription": {"text": "Port 11 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer."}, "properties": {"scanner": "scanner-primary", "layer": "network", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-d654219227a51ca8", "name": "Privileged port 256 in use", "shortDescription": {"text": "Privileged port 256 in use"}, "fullDescription": {"text": "Port 256 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer."}, "properties": {"scanner": "scanner-primary", "layer": "network", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-5a60420e76078a76", "name": "Privileged port 20 in use", "shortDescription": {"text": "Privileged port 20 in use"}, "fullDescription": {"text": "Port 20 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer."}, "properties": {"scanner": "scanner-primary", "layer": "network", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-63733465b1a844d0", "name": "Privileged port 23 in use", "shortDescription": {"text": "Privileged port 23 in use"}, "fullDescription": {"text": "Port 23 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer."}, "properties": {"scanner": "scanner-primary", "layer": "network", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-397f472af75d80ca", "name": "Privileged port 59 in use", "shortDescription": {"text": "Privileged port 59 in use"}, "fullDescription": {"text": "Port 59 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer."}, "properties": {"scanner": "scanner-primary", "layer": "network", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-22230c1f780c1d81", "name": "Privileged port 30 in use", "shortDescription": {"text": "Privileged port 30 in use"}, "fullDescription": {"text": "Port 30 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer."}, "properties": {"scanner": "scanner-primary", "layer": "network", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-93359bf933286f7a", "name": "Privileged port 13 in use", "shortDescription": {"text": "Privileged port 13 in use"}, "fullDescription": {"text": "Port 13 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer."}, "properties": {"scanner": "scanner-primary", "layer": "network", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-d6710cf473333107", "name": "Privileged port 19 in use", "shortDescription": {"text": "Privileged port 19 in use"}, "fullDescription": {"text": "Port 19 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer."}, "properties": {"scanner": "scanner-primary", "layer": "network", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-b4be989f973e29c2", "name": "Docker base image is tag-pinned but not digest-pinned: gcr.io/distroless/static-debian12:nonroot", "shortDescription": {"text": "Docker base image is tag-pinned but not digest-pinned: gcr.io/distroless/static-debian12:nonroot"}, "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-94ee47ab97cfa8b3", "name": "Docker base image is tag-pinned but not digest-pinned: golang:1.26", "shortDescription": {"text": "Docker base image is tag-pinned but not digest-pinned: golang:1.26"}, "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-6b831b7ee2e638e6", "name": "Docker base image is tag-pinned but not digest-pinned: gcr.io/distroless/static-debian12:nonroot", "shortDescription": {"text": "Docker base image is tag-pinned but not digest-pinned: gcr.io/distroless/static-debian12:nonroot"}, "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-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-35e3c3ffa0733836", "name": "Possible secret in docker-compose.yml", "shortDescription": {"text": "Possible secret in docker-compose.yml"}, "fullDescription": {"text": "Detected pattern matching password_literal. Rotate the credential and move to a secret manager."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "critical", "confidence": 1.0}}, {"id": "scanner-9f8286fd46f31eeb", "name": "Possible secret in test/e2e/k3s/cerberus.yaml", "shortDescription": {"text": "Possible secret in test/e2e/k3s/cerberus.yaml"}, "fullDescription": {"text": "Detected pattern matching password_literal. Rotate the credential and move to a secret manager."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "critical", "confidence": 1.0}}, {"id": "scanner-967344e7c854696d", "name": "Insecure pattern 'exec_used' in cmd/bench-report/session_chdb.go:41", "shortDescription": {"text": "Insecure pattern 'exec_used' in cmd/bench-report/session_chdb.go:41"}, "fullDescription": {"text": "Found a known-risky pattern (exec_used). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-c844e49c64bf99ba", "name": "Possible secret in compatibility/tempo/docker-compose.yml", "shortDescription": {"text": "Possible secret in compatibility/tempo/docker-compose.yml"}, "fullDescription": {"text": "Detected pattern matching password_literal. Rotate the credential and move to a secret manager."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "critical", "confidence": 1.0}}, {"id": "scanner-b6d972f5327f1cdb", "name": "Possible secret in compatibility/loki/docker-compose.yml", "shortDescription": {"text": "Possible secret in compatibility/loki/docker-compose.yml"}, "fullDescription": {"text": "Detected pattern matching password_literal. Rotate the credential and move to a secret manager."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "critical", "confidence": 1.0}}, {"id": "scanner-94527ee483f66b7d", "name": "Possible secret in compatibility/prometheus/docker-compose.yml", "shortDescription": {"text": "Possible secret in compatibility/prometheus/docker-compose.yml"}, "fullDescription": {"text": "Detected pattern matching password_literal. Rotate the credential and move to a secret manager."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "critical", "confidence": 1.0}}, {"id": "scanner-e8417167eec9d5ba", "name": "Insecure pattern 'node_child_process' in .github/scripts/lib/gh.mjs:18", "shortDescription": {"text": "Insecure pattern 'node_child_process' in .github/scripts/lib/gh.mjs:18"}, "fullDescription": {"text": "Found a known-risky pattern (node_child_process). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-c5a75d3dc7c5b9a3", "name": "GitHub Action is tag-pinned rather than SHA-pinned", "shortDescription": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "fullDescription": {"text": "dependabot/fetch-metadata@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-b74775d78417a60d", "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-ce29240f0095f20a", "name": "GitHub Action is tag-pinned rather than SHA-pinned", "shortDescription": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "fullDescription": {"text": "dorny/paths-filter@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": "medium", "confidence": 1.0}}, {"id": "scanner-749156c4dcc8bd03", "name": "GitHub Action is tag-pinned rather than SHA-pinned", "shortDescription": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "fullDescription": {"text": "actions/upload-artifact@v7 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-bc98ba8e34d5d91d", "name": "GitHub Action is tag-pinned rather than SHA-pinned", "shortDescription": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "fullDescription": {"text": "dorny/paths-filter@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": "medium", "confidence": 1.0}}, {"id": "scanner-77767aca2c278185", "name": "GitHub Action is tag-pinned rather than SHA-pinned", "shortDescription": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "fullDescription": {"text": "actions/upload-artifact@v7 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-27924aa79fa4a517", "name": "GitHub Action is tag-pinned rather than SHA-pinned", "shortDescription": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "fullDescription": {"text": "dorny/paths-filter@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": "medium", "confidence": 1.0}}, {"id": "scanner-0c5e07aac652c147", "name": "GitHub Action is tag-pinned rather than SHA-pinned", "shortDescription": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "fullDescription": {"text": "actions/upload-artifact@v7 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-6a7892275f9428b8", "name": "GitHub Action is tag-pinned rather than SHA-pinned", "shortDescription": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "fullDescription": {"text": "dorny/paths-filter@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": "medium", "confidence": 1.0}}, {"id": "scanner-ea7d6037db9cad19", "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-f774525e35947738", "name": "GitHub Action is tag-pinned rather than SHA-pinned", "shortDescription": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "fullDescription": {"text": "actions/upload-artifact@v7 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-46c644c6227e4d4a", "name": "GitHub Action is tag-pinned rather than SHA-pinned", "shortDescription": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "fullDescription": {"text": "docker/login-action@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": "medium", "confidence": 1.0}}, {"id": "scanner-1838a141491ce38c", "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-65c9bd56493a81d3", "name": "GitHub Action is tag-pinned rather than SHA-pinned", "shortDescription": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "fullDescription": {"text": "dorny/paths-filter@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": "medium", "confidence": 1.0}}, {"id": "scanner-b5d3f7b096d3255f", "name": "GitHub Action is tag-pinned rather than SHA-pinned", "shortDescription": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "fullDescription": {"text": "actions/upload-artifact@v7 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-1acdbf14e618cdc1", "name": "Very large file: internal/chsql/builder.go (2160 lines)", "shortDescription": {"text": "Very large file: internal/chsql/builder.go (2160 lines)"}, "fullDescription": {"text": "Files with >800 lines often hide complexity hotspots and discourage tests."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-0245a6e91a512657", "name": "Very large file: internal/chsql/gremlins_kill_test.go (4034 lines)", "shortDescription": {"text": "Very large file: internal/chsql/gremlins_kill_test.go (4034 lines)"}, "fullDescription": {"text": "Files with >800 lines often hide complexity hotspots and discourage tests."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-85e058ec3f8cb3af", "name": "Very large file: internal/chsql/range_window.go (3326 lines)", "shortDescription": {"text": "Very large file: internal/chsql/range_window.go (3326 lines)"}, "fullDescription": {"text": "Files with >800 lines often hide complexity hotspots and discourage tests."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-3ef3edd29d634440", "name": "Very large file: internal/logql/lower.go (1709 lines)", "shortDescription": {"text": "Very large file: internal/logql/lower.go (1709 lines)"}, "fullDescription": {"text": "Files with >800 lines often hide complexity hotspots and discourage tests."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-0d89e83070f220a4", "name": "Very large file: internal/config/config.go (1489 lines)", "shortDescription": {"text": "Very large file: internal/config/config.go (1489 lines)"}, "fullDescription": {"text": "Files with >800 lines often hide complexity hotspots and discourage tests."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-a8a99ae393c84e34", "name": "Very large file: internal/api/prom/handler.go (1230 lines)", "shortDescription": {"text": "Very large file: internal/api/prom/handler.go (1230 lines)"}, "fullDescription": {"text": "Files with >800 lines often hide complexity hotspots and discourage tests."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-086082d575d7acb7", "name": "Very large file: internal/api/prom/metadata.go (1332 lines)", "shortDescription": {"text": "Very large file: internal/api/prom/metadata.go (1332 lines)"}, "fullDescription": {"text": "Files with >800 lines often hide complexity hotspots and discourage tests."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-020a637eb12fe86b", "name": "Very large file: internal/api/prom/conformance_test.go (1958 lines)", "shortDescription": {"text": "Very large file: internal/api/prom/conformance_test.go (1958 lines)"}, "fullDescription": {"text": "Files with >800 lines often hide complexity hotspots and discourage tests."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-a4b3656db9af1b59", "name": "Very large file: internal/api/prom/handler_chdb_range_mode_test.go (2076 lines)", "shortDescription": {"text": "Very large file: internal/api/prom/handler_chdb_range_mode_test.go (2076 lines)"}, "fullDescription": {"text": "Files with >800 lines often hide complexity hotspots and discourage tests."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-667a6520875ffab2", "name": "Very large file: internal/api/tempo/handler.go (2040 lines)", "shortDescription": {"text": "Very large file: internal/api/tempo/handler.go (2040 lines)"}, "fullDescription": {"text": "Files with >800 lines often hide complexity hotspots and discourage tests."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-2ce9c88977166b24", "name": "Very large file: internal/api/tempo/metrics_query_range_test.go (1525 lines)", "shortDescription": {"text": "Very large file: internal/api/tempo/metrics_query_range_test.go (1525 lines)"}, "fullDescription": {"text": "Files with >800 lines often hide complexity hotspots and discourage tests."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-447ba85777af8235", "name": "Very large file: internal/api/tempo/handler_test.go (1561 lines)", "shortDescription": {"text": "Very large file: internal/api/tempo/handler_test.go (1561 lines)"}, "fullDescription": {"text": "Files with >800 lines often hide complexity hotspots and discourage tests."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-fc3127f98fef6cb5", "name": "Very large file: internal/chclient/client.go (1410 lines)", "shortDescription": {"text": "Very large file: internal/chclient/client.go (1410 lines)"}, "fullDescription": {"text": "Files with >800 lines often hide complexity hotspots and discourage tests."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-e8d2f2e01d26648c", "name": "Very large file: internal/traceql/lower.go (1889 lines)", "shortDescription": {"text": "Very large file: internal/traceql/lower.go (1889 lines)"}, "fullDescription": {"text": "Files with >800 lines often hide complexity hotspots and discourage tests."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-580686e81cd4c967", "name": "Very large file: internal/chplan/equal_invariants_test.go (2240 lines)", "shortDescription": {"text": "Very large file: internal/chplan/equal_invariants_test.go (2240 lines)"}, "fullDescription": {"text": "Files with >800 lines often hide complexity hotspots and discourage tests."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-382f229e9945bff2", "name": "Very large file: internal/promql/subquery.go (1396 lines)", "shortDescription": {"text": "Very large file: internal/promql/subquery.go (1396 lines)"}, "fullDescription": {"text": "Files with >800 lines often hide complexity hotspots and discourage tests."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-3f45fff33fa76974", "name": "Very large file: internal/promql/lower.go (2898 lines)", "shortDescription": {"text": "Very large file: internal/promql/lower.go (2898 lines)"}, "fullDescription": {"text": "Files with >800 lines often hide complexity hotspots and discourage tests."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-8cb9330aaf9b8d92", "name": "Very large file: test/e2e/playwright/crawl/crawl.spec.ts (1393 lines)", "shortDescription": {"text": "Very large file: test/e2e/playwright/crawl/crawl.spec.ts (1393 lines)"}, "fullDescription": {"text": "Files with >800 lines often hide complexity hotspots and discourage tests."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-ee03c445f2471312", "name": "Very large file: .github/scripts/chaos-run.mjs (1369 lines)", "shortDescription": {"text": "Very large file: .github/scripts/chaos-run.mjs (1369 lines)"}, "fullDescription": {"text": "Files with >800 lines often hide complexity hotspots and discourage tests."}, "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 102 placeholder/mock markers across 47 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-9d79c4077342a7d0", "name": "Runtime service client appears to use placeholder configuration", "shortDescription": {"text": "Runtime service client appears to use placeholder configuration"}, "fullDescription": {"text": "A runtime source file appears to wire Supabase/Firebase/AI/payment-style clients to placeholder URLs, keys, or fallback values. In the Fable corpus this often means the UI/API shape is present while the backend service is not actually configured."}, "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-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-92b71342ddd3c3e4", "name": "Commented-code block (5 lines) in test/e2e/playwright/cross_datasource.spec.ts:63", "shortDescription": {"text": "Commented-code block (5 lines) in test/e2e/playwright/cross_datasource.spec.ts:63"}, "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}}, {"id": "scanner-eedb836f5797074a", "name": "Commented-code block (7 lines) in test/e2e/playwright/loki_explore_columns.spec.ts:41", "shortDescription": {"text": "Commented-code block (7 lines) in test/e2e/playwright/loki_explore_columns.spec.ts:41"}, "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}}, {"id": "scanner-3429388f15eac90f", "name": "Commented-code block (7 lines) in test/e2e/playwright/iterate-metrics-explorer.spec.ts:60", "shortDescription": {"text": "Commented-code block (7 lines) in test/e2e/playwright/iterate-metrics-explorer.spec.ts:60"}, "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}}, {"id": "scanner-033856ee354bebb2", "name": "Commented-code block (12 lines) in test/e2e/playwright/playwright.config.ts:27", "shortDescription": {"text": "Commented-code block (12 lines) in test/e2e/playwright/playwright.config.ts:27"}, "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}}, {"id": "scanner-01571ccd1c197f42", "name": "Commented-code block (8 lines) in test/e2e/playwright/compose_grafana_smoke.spec.ts:71", "shortDescription": {"text": "Commented-code block (8 lines) in test/e2e/playwright/compose_grafana_smoke.spec.ts:71"}, "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}}, {"id": "scanner-66efbe405940411b", "name": "Commented-code block (7 lines) in test/e2e/playwright/iterate-filter-drill.spec.ts:405", "shortDescription": {"text": "Commented-code block (7 lines) in test/e2e/playwright/iterate-filter-drill.spec.ts:405"}, "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}}, {"id": "scanner-e993639642a53750", "name": "Legacy-named symbol `trace_by_id_v2` in test/e2e/playwright/tempo_traces.spec.ts:73", "shortDescription": {"text": "Legacy-named symbol `trace_by_id_v2` in test/e2e/playwright/tempo_traces.spec.ts:73"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-debae6fd0feada12", "name": "Commented-code block (6 lines) in test/e2e/playwright/tempo_traces.spec.ts:147", "shortDescription": {"text": "Commented-code block (6 lines) in test/e2e/playwright/tempo_traces.spec.ts:147"}, "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}}, {"id": "scanner-0c246ca37beec781", "name": "Commented-code block (6 lines) in test/e2e/playwright/service_graph.spec.ts:45", "shortDescription": {"text": "Commented-code block (6 lines) in test/e2e/playwright/service_graph.spec.ts:45"}, "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}}, {"id": "scanner-f0c265c1d30fb0d8", "name": "Commented-code block (5 lines) in test/e2e/playwright/tempo_traces_drilldown.spec.ts:44", "shortDescription": {"text": "Commented-code block (5 lines) in test/e2e/playwright/tempo_traces_drilldown.spec.ts:44"}, "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}}, {"id": "scanner-62b48e5469537273", "name": "Commented-code block (7 lines) in test/e2e/playwright/helpers.spec.ts:94", "shortDescription": {"text": "Commented-code block (7 lines) in test/e2e/playwright/helpers.spec.ts:94"}, "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}}, {"id": "scanner-bb3b3b8174d8aaeb", "name": "Commented-code block (7 lines) in test/e2e/playwright/iterate-panel-kiosk.spec.ts:79", "shortDescription": {"text": "Commented-code block (7 lines) in test/e2e/playwright/iterate-panel-kiosk.spec.ts:79"}, "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}}, {"id": "scanner-107cfef981812d88", "name": "Commented-code block (8 lines) in test/e2e/playwright/tempo_ux.spec.ts:277", "shortDescription": {"text": "Commented-code block (8 lines) in test/e2e/playwright/tempo_ux.spec.ts:277"}, "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}}, {"id": "scanner-86f56ffb5594bbf8", "name": "Commented-code block (5 lines) in test/e2e/playwright/iterate-panel-shape.spec.ts:68", "shortDescription": {"text": "Commented-code block (5 lines) in test/e2e/playwright/iterate-panel-shape.spec.ts:68"}, "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}}, {"id": "scanner-b6b173bf8b8ede2a", "name": "Commented-code block (5 lines) in test/e2e/playwright/loki_ux.spec.ts:104", "shortDescription": {"text": "Commented-code block (5 lines) in test/e2e/playwright/loki_ux.spec.ts:104"}, "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}}, {"id": "scanner-20db811cf0d34325", "name": "Commented-code block (7 lines) in test/e2e/playwright/iterate-drilldown-apps.spec.ts:95", "shortDescription": {"text": "Commented-code block (7 lines) in test/e2e/playwright/iterate-drilldown-apps.spec.ts:95"}, "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}}, {"id": "scanner-83bd22282c4aa517", "name": "Commented-code block (11 lines) in test/e2e/playwright/iterate-all-dashboards.spec.ts:82", "shortDescription": {"text": "Commented-code block (11 lines) in test/e2e/playwright/iterate-all-dashboards.spec.ts:82"}, "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}}, {"id": "scanner-7767660e058cef06", "name": "Commented-code block (6 lines) in test/e2e/playwright/iterate-time-ranges.spec.ts:102", "shortDescription": {"text": "Commented-code block (6 lines) in test/e2e/playwright/iterate-time-ranges.spec.ts:102"}, "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}}, {"id": "scanner-a42951a979b56052", "name": "Commented-code block (6 lines) in test/e2e/playwright/iterate-histogram-completeness.spec.ts:230", "shortDescription": {"text": "Commented-code block (6 lines) in test/e2e/playwright/iterate-histogram-completeness.spec.ts:230"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. 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Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-35d04670555a4626", "name": "Commented-code block (6 lines) in test/e2e/playwright/crawl/crawl.spec.ts:162", "shortDescription": {"text": "Commented-code block (6 lines) in test/e2e/playwright/crawl/crawl.spec.ts:162"}, "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}}, {"id": "scanner-a3b9a7ddcf8a0597", "name": "Commented-code block (5 lines) in test/e2e/playwright/crawl/lints.spec.ts:256", "shortDescription": {"text": "Commented-code block (5 lines) in test/e2e/playwright/crawl/lints.spec.ts:256"}, "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}}, {"id": "scanner-f4143ec8ebec9b5c", "name": "Commented-code block (5 lines) in test/e2e/playwright/crawl/stacks.ts:263", "shortDescription": {"text": "Commented-code block (5 lines) in test/e2e/playwright/crawl/stacks.ts:263"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. 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Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-556a7ce79da72796", "name": "Commented-code block (6 lines) in .github/scripts/dashboard-matrix.test.mjs:9", "shortDescription": {"text": "Commented-code block (6 lines) in .github/scripts/dashboard-matrix.test.mjs:9"}, "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}}, {"id": "scanner-c9565396c0b4582d", "name": "Commented-code block (8 lines) in .github/scripts/promql-surface-gate.mjs:4", "shortDescription": {"text": "Commented-code block (8 lines) in .github/scripts/promql-surface-gate.mjs:4"}, "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}}, {"id": "scanner-3eec4549d95e9574", "name": "Commented-code block (5 lines) in .github/scripts/compose-smoke-matrix.test.mjs:9", "shortDescription": {"text": "Commented-code block (5 lines) in .github/scripts/compose-smoke-matrix.test.mjs:9"}, "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}}, {"id": "scanner-1f93b1acaf65c265", "name": "Commented-code block (5 lines) in .github/scripts/gremlins-threshold.mjs:8", "shortDescription": {"text": "Commented-code block (5 lines) in .github/scripts/gremlins-threshold.mjs:8"}, "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}}, {"id": "scanner-8aa079d827c8d973", "name": "Commented-code block (5 lines) in .github/scripts/compat-step-summary.mjs:6", "shortDescription": {"text": "Commented-code block (5 lines) in .github/scripts/compat-step-summary.mjs:6"}, "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}}, {"id": "scanner-3a4d2ac385c2f4da", "name": "Commented-code block (11 lines) in .github/scripts/chaos-run.mjs:7", "shortDescription": {"text": "Commented-code block (11 lines) in .github/scripts/chaos-run.mjs:7"}, "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}}, {"id": "scanner-b5f5b5369d4b8e4b", "name": "Commented-code block (9 lines) in .github/scripts/dashboard-matrix.mjs:5", "shortDescription": {"text": "Commented-code block (9 lines) in .github/scripts/dashboard-matrix.mjs:5"}, "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}}, {"id": "scanner-80799554d9c6c9a4", "name": "Commented-code block (8 lines) in .github/scripts/compat-ratchet.mjs:4", "shortDescription": {"text": "Commented-code block (8 lines) in .github/scripts/compat-ratchet.mjs:4"}, "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}}, {"id": "scanner-765d49d86d64b959", "name": "Commented-code block (5 lines) in .github/scripts/forbid-skip.mjs:4", "shortDescription": {"text": "Commented-code block (5 lines) in .github/scripts/forbid-skip.mjs:4"}, "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}}, {"id": "scanner-bef555e91d203894", "name": "Commented-code block (10 lines) in .github/scripts/resolve-bench-refs.mjs:5", "shortDescription": {"text": "Commented-code block (10 lines) in .github/scripts/resolve-bench-refs.mjs:5"}, "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}}, {"id": "scanner-7e9557b517728c2f", "name": "Commented-code block (10 lines) in .github/scripts/lib/gh.mjs:7", "shortDescription": {"text": "Commented-code block (10 lines) in .github/scripts/lib/gh.mjs:7"}, "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/21697"}, "properties": {"repository": "tsouza/cerberus", "repoUrl": "https://github.com/tsouza/cerberus", "branch": "main"}, "results": [{"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: tsouza/cerberus"}, "properties": {"repobilityId": 430510, "scanner": "foundry_dataset", "fingerprint": "5f95736dddd021b43e2133b4536ca280e98bd432ad2c0e2019a6743adacbfdfa", "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": 5, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 7, "human_reported_issue_no_linked_fix": 5, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 14}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 31, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 5, "thread_has_comment": 5, "chain_has_link_quality": 7, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 5}, "node_count": 21, "node_types": {"repo": 1, "thread": 1, "comment": 5, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 5}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#774", "issue_number": "774", "quality_tiers": {"unresolved": 7}, "repo_full_name": "tsouza/cerberus", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-65ae3282db72ef07", "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: tsouza/cerberus\nThread: tsouza/cerberus#774\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: tsouza/cerberus\nThread: tsouza/cerberus#774\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#774\nRepo: tsouza/cerberus\nIssue/PR number: 774\nGraph consistency label: needs_more_evidence\nNodes: 21\nEdges: 31\nNode types: {'link_quality': 7, 'comment': 5, 'comment_chain': 5, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 7, '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}\nLabels: {'not_resolved_or_not_observed': 7, 'security_auth_secret': 5, 'human_reported_issue_no_linked_fix': 5, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1}\nOutcomes: {'not_resolved_or_not_observed': 14}\nQuality tiers: {'unresolved': 7}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-607a88d52a5f081e", "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": "tsouza/cerberus", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: tsouza/cerberus"}, "properties": {"repobilityId": 430509, "scanner": "foundry_dataset", "fingerprint": "d58a07f42e75e91f24a23dd61c51115f53847d0c6adc1b41e16b1604a8db03ba", "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": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 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": "tsouza/cerberus#733", "issue_number": "733", "quality_tiers": {"unresolved": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-92abe27c760b9705", "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: tsouza/cerberus\nThread: tsouza/cerberus#733\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: tsouza/cerberus\nThread: tsouza/cerberus#733\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#733\nRepo: tsouza/cerberus\nIssue/PR number: 733\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: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 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/tsouza/cerberus", "source_id": "graph-query-motif_query-0c0379d02d934510", "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": "tsouza/cerberus", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: tsouza/cerberus"}, "properties": {"repobilityId": 430508, "scanner": "foundry_dataset", "fingerprint": "80033f826ee2571b6eb4806c551f8e81b244b79596d3d3b11e542961f1ecf4e8", "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": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 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": "tsouza/cerberus#732", "issue_number": "732", "quality_tiers": {"unresolved": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-1caa6e4e2d4aeece", "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: tsouza/cerberus\nThread: tsouza/cerberus#732\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: tsouza/cerberus\nThread: tsouza/cerberus#732\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#732\nRepo: tsouza/cerberus\nIssue/PR number: 732\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: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 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/tsouza/cerberus", "source_id": "graph-query-motif_query-ec3b64c71d76e92c", "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": "tsouza/cerberus", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: tsouza/cerberus"}, "properties": {"repobilityId": 430507, "scanner": "foundry_dataset", "fingerprint": "207ae15ebad38c04b43e9f6b1e3a8396948003485058b98040b64af2a5d284d5", "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": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 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": "tsouza/cerberus#731", "issue_number": "731", "quality_tiers": {"unresolved": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-e41547314a2485be", "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: tsouza/cerberus\nThread: tsouza/cerberus#731\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: tsouza/cerberus\nThread: tsouza/cerberus#731\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#731\nRepo: tsouza/cerberus\nIssue/PR number: 731\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: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 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/tsouza/cerberus", "source_id": "graph-query-motif_query-5ffbbe2ea6eee276", "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": "tsouza/cerberus", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: tsouza/cerberus"}, "properties": {"repobilityId": 430506, "scanner": "foundry_dataset", "fingerprint": "eec8b2e043bc41a88b43dff3cc8512ba4d53074259d45cd6ba7eee9e0041276d", "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": {"agent_instruction_gap": 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": "tsouza/cerberus#670", "issue_number": "670", "quality_tiers": {"unresolved": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-4d9565238b1ac552", "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: tsouza/cerberus\nThread: tsouza/cerberus#670\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: tsouza/cerberus\nThread: tsouza/cerberus#670\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#670\nRepo: tsouza/cerberus\nIssue/PR number: 670\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, 'agent_instruction_gap': 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/tsouza/cerberus", "source_id": "graph-query-motif_query-d0fb2dd14e8de7ae", "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": "tsouza/cerberus", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: tsouza/cerberus"}, "properties": {"repobilityId": 430505, "scanner": "foundry_dataset", "fingerprint": "ae037fb9f86f1d38615a5124a3aedb45b82e20f9018d9765d2e5ea8d8e1bc29d", "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, "partial blueprint fit": 3, "verification_or_tests": 5, "human_feedback_general": 1, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 3, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 8}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 33, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 7, "comment_aligns_finding": 3, "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": 26, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#440", "issue_number": "440", "quality_tiers": {"unresolved": 1, "assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-b251295347c0f9e4", "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: tsouza/cerberus\nThread: tsouza/cerberus#440\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: tsouza/cerberus\nThread: tsouza/cerberus#440\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#440\nRepo: tsouza/cerberus\nIssue/PR number: 440\nGraph consistency label: weak_supervision_needs_review\nNodes: 26\nEdges: 33\nNode types: {'link_quality': 7, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 7, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 4, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_feedback_general': 1, 'comment_has_related_commit_context': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8}\nQuality tiers: {'weak_supervision': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-9dd48671644e5c04", "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": "tsouza/cerberus", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: tsouza/cerberus"}, "properties": {"repobilityId": 430504, "scanner": "foundry_dataset", "fingerprint": "2ecab1dec06064efd986e64f37abe8aad7fe788ff3fa7104a01f3ca328c66057", "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, "partial blueprint fit": 3, "human_feedback_general": 1, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 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, "ambiguous_needs_more_evidence": 2}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 7, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 21, "node_types": {"repo": 1, "thread": 1, "comment": 2, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#4", "issue_number": "4", "quality_tiers": {"unresolved": 4, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-1f9dbbc3b2288054", "graph_gold_label": "assumption_check", "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: assumption_check\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#4\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: tsouza/cerberus\nThread: tsouza/cerberus#4\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#4\nRepo: tsouza/cerberus\nIssue/PR number: 4\nGraph consistency label: assumption_check\nNodes: 21\nEdges: 28\nNode types: {'link_quality': 7, 'alignment': 3, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 7, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'not_resolved_or_not_observed': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_feedback_general': 1, 'human_reported_issue_no_linked_fix': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1}\nOutcomes: {'not_resolved_or_not_observed': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'unresolved': 4, 'assumption_check': 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/tsouza/cerberus", "source_id": "graph-query-motif_query-0452c7c589e2455c", "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": "tsouza/cerberus", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: tsouza/cerberus"}, "properties": {"repobilityId": 430503, "scanner": "foundry_dataset", "fingerprint": "3b096e0af29c3f3d8614a28f55249ca8c74bb28530f22aaff5debb758116a6d5", "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, "dependency_or_build": 1, "security_auth_secret": 1, "partial blueprint fit": 3, "claimed_resolved_unverified": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_alignment": 3, "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": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 30, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 7, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 23, "node_types": {"repo": 1, "commit": 2, "thread": 1, "comment": 2, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#3", "issue_number": "3", "quality_tiers": {"unresolved": 1, "assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-bc2a0d293cdc9609", "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: tsouza/cerberus\nThread: tsouza/cerberus#3\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: tsouza/cerberus\nThread: tsouza/cerberus#3\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#3\nRepo: tsouza/cerberus\nIssue/PR number: 3\nGraph consistency label: weak_supervision_needs_review\nNodes: 23\nEdges: 30\nNode types: {'link_quality': 7, 'alignment': 3, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'commit': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 7, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'comment_chain_links_commit': 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: {'not_resolved_or_not_observed': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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_no_linked_fix': 1, 'human_reported_issue_then_fix_attempt': 1, 'dependency_or_build': 1, 'bug_fix': 1, 'claimed_resolved_unverified': 1}\nOutcomes: {'not_resolved_or_not_observed': 6, 'claimed_resolved_unverified': 2}\nQuality tiers: {'weak_supervision': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-da5d5f8a94df716a", "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": "tsouza/cerberus", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: tsouza/cerberus"}, "properties": {"repobilityId": 430502, "scanner": "foundry_dataset", "fingerprint": "b580ea807ea35a7d683338d5bee2fe3032a4c9ab6b9892d91687bb47b15280fb", "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": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 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": "tsouza/cerberus#279", "issue_number": "279", "quality_tiers": {"unresolved": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-4d875812e368a0d0", "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: tsouza/cerberus\nThread: tsouza/cerberus#279\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: tsouza/cerberus\nThread: tsouza/cerberus#279\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#279\nRepo: tsouza/cerberus\nIssue/PR number: 279\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: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 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/tsouza/cerberus", "source_id": "graph-query-motif_query-443cb640b53c375b", "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": "tsouza/cerberus", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: tsouza/cerberus"}, "properties": {"repobilityId": 430501, "scanner": "foundry_dataset", "fingerprint": "b0a180288469e6106a2cc6f31cbb54c96961dc09ba0912fe3c92fdb2c61953b3", "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": {"human_feedback_general": 2, "unlinked_human_feedback": 2, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 8}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 16, "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, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#246", "issue_number": "246", "quality_tiers": {"unresolved": 4}, "repo_full_name": "tsouza/cerberus", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-ba7a9e98d25a7585", "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: tsouza/cerberus\nThread: tsouza/cerberus#246\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: tsouza/cerberus\nThread: tsouza/cerberus#246\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#246\nRepo: tsouza/cerberus\nIssue/PR number: 246\nGraph consistency label: needs_more_evidence\nNodes: 12\nEdges: 16\nNode types: {'link_quality': 4, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'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: {'ambiguous_needs_more_evidence': 4, 'human_feedback_general': 2, 'unlinked_human_feedback': 2, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8}\nQuality tiers: {'unresolved': 4}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-90fe0d8ee8bfb07e", "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": "tsouza/cerberus", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: tsouza/cerberus"}, "properties": {"repobilityId": 430500, "scanner": "foundry_dataset", "fingerprint": "c8272d8b7586d186f477c78433d9362423350f7058746c0a4114d5c09624eec5", "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, "api_integration_gap": 1, "dependency_or_build": 1, "security_auth_secret": 1, "partial blueprint fit": 3, "human_feedback_general": 1, "claimed_resolved_unverified": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 3, "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": 6, "ambiguous_needs_more_evidence": 2}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 36, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 8, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 3, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 27, "node_types": {"repo": 1, "commit": 3, "thread": 1, "comment": 3, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 8, "comment_chain": 3, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#2", "issue_number": "2", "quality_tiers": {"unresolved": 1, "assumption_check": 3, "weak_supervision": 4}, "repo_full_name": "tsouza/cerberus", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-348e79e91fc911f9", "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: tsouza/cerberus\nThread: tsouza/cerberus#2\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: tsouza/cerberus\nThread: tsouza/cerberus#2\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#2\nRepo: tsouza/cerberus\nIssue/PR number: 2\nGraph consistency label: weak_supervision_needs_review\nNodes: 27\nEdges: 36\nNode types: {'link_quality': 8, 'comment': 3, 'comment_chain': 3, 'commit': 3, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 8, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'comment_chain_links_commit': 3, 'issue_chain_has_comment_chain': 3, '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: {'not_resolved_or_not_observed': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'security_auth_secret': 1, 'human_feedback_general': 1, 'human_reported_issue_no_linked_fix': 1, 'human_reported_issue_then_fix_attempt': 1, 'dependency_or_build': 1, 'claimed_resolved_unverified': 1, 'comment_has_related_commit_context': 1, 'ambiguous_needs_more_evidence': 1}\nOutcomes: {'not_resolved_or_not_observed': 6, 'claimed_resolved_unverified': 2, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'weak_supervision': 4, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-946f01d7e997e3b8", "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": "tsouza/cerberus", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: tsouza/cerberus"}, "properties": {"repobilityId": 430499, "scanner": "foundry_dataset", "fingerprint": "73c65bbda2965af30ff410d95a9313ae331aa6571aac4b102abab720fc624ebf", "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, "partial blueprint fit": 3, "human_feedback_general": 1, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 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, "ambiguous_needs_more_evidence": 2}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 7, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 21, "node_types": {"repo": 1, "thread": 1, "comment": 2, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#147", "issue_number": "147", "quality_tiers": {"unresolved": 4, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-05d63c4802a16e83", "graph_gold_label": "assumption_check", "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: assumption_check\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#147\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: tsouza/cerberus\nThread: tsouza/cerberus#147\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#147\nRepo: tsouza/cerberus\nIssue/PR number: 147\nGraph consistency label: assumption_check\nNodes: 21\nEdges: 28\nNode types: {'link_quality': 7, 'alignment': 3, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 7, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'not_resolved_or_not_observed': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_feedback_general': 1, 'human_reported_issue_no_linked_fix': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1}\nOutcomes: {'not_resolved_or_not_observed': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'unresolved': 4, 'assumption_check': 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/tsouza/cerberus", "source_id": "graph-query-motif_query-f914138a5919ee37", "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": "tsouza/cerberus", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: tsouza/cerberus"}, "properties": {"repobilityId": 430498, "scanner": "foundry_dataset", "fingerprint": "abe40b2616a5ca3f9a3e1745d69bb1ac8e749cf9c122385b1fe7dd290b94f823", "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": {"human_feedback_general": 2, "unlinked_human_feedback": 2, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 8}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 16, "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, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 12, "node_types": {"repo": 1, "thread": 1, "comment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#116", "issue_number": "116", "quality_tiers": {"unresolved": 4}, "repo_full_name": "tsouza/cerberus", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-b3cc9c7cf796c8b6", "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: tsouza/cerberus\nThread: tsouza/cerberus#116\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: tsouza/cerberus\nThread: tsouza/cerberus#116\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#116\nRepo: tsouza/cerberus\nIssue/PR number: 116\nGraph consistency label: needs_more_evidence\nNodes: 12\nEdges: 16\nNode types: {'link_quality': 4, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'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: {'ambiguous_needs_more_evidence': 4, 'human_feedback_general': 2, 'unlinked_human_feedback': 2, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8}\nQuality tiers: {'unresolved': 4}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-8652623ba753aea8", "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": "tsouza/cerberus", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: tsouza/cerberus"}, "properties": {"repobilityId": 430497, "scanner": "foundry_dataset", "fingerprint": "f730329f783a1a9ec49c66880ac61af78d575df34f6aa8027b4759a61c1aee2e", "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": 3, "partial blueprint fit": 3, "human_feedback_general": 4, "unlinked_human_feedback": 4, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 6, "blueprint_human_gap_alignment": 9, "human_reported_issue_no_linked_fix": 3, "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, "ambiguous_needs_more_evidence": 12}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 77, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 7, "thread_has_comment": 7, "alignment_uses_comment": 9, "alignment_uses_finding": 9, "chain_has_link_quality": 18, "comment_aligns_finding": 9, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 7, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 7}, "node_count": 48, "node_types": {"repo": 1, "thread": 1, "comment": 7, "alignment": 9, "fix_outcome": 1, "issue_chain": 1, "link_quality": 18, "comment_chain": 7, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#103", "issue_number": "103", "quality_tiers": {"unresolved": 9, "assumption_check": 9}, "repo_full_name": "tsouza/cerberus", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-cc882eb1cda1c195", "graph_gold_label": "assumption_check", "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: assumption_check\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#103\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: tsouza/cerberus\nThread: tsouza/cerberus#103\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#103\nRepo: tsouza/cerberus\nIssue/PR number: 103\nGraph consistency label: assumption_check\nNodes: 48\nEdges: 77\nNode types: {'link_quality': 18, 'alignment': 9, 'comment': 7, 'comment_chain': 7, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 18, 'alignment_uses_comment': 9, 'alignment_uses_finding': 9, 'comment_aligns_finding': 9, 'thread_has_comment': 7, 'thread_has_comment_chain': 7, 'comment_has_chain': 7, 'issue_chain_has_comment_chain': 7, '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': 9, 'ambiguous_needs_more_evidence': 6, 'human_feedback_general': 4, 'unlinked_human_feedback': 4, 'api_integration_gap': 3, 'human_reported_issue_no_linked_fix': 3, 'not_resolved_or_not_observed': 3, 'partial blueprint fit': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 12, 'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 9, 'assumption_check': 9}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-de88d74838835a39", "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": "tsouza/cerberus", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: tsouza/cerberus"}, "properties": {"repobilityId": 430496, "scanner": "foundry_dataset", "fingerprint": "e8a10a6cf2bb8afb07f3e093e5245c3360583551d6bb59e46f9e137d14ea1ab9", "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, "partial blueprint fit": 3, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_alignment": 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": 23, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 18, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#102", "issue_number": "102", "quality_tiers": {"unresolved": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-d2d0bd0d1e323ce7", "graph_gold_label": "assumption_check", "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: assumption_check\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#102\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: tsouza/cerberus\nThread: tsouza/cerberus#102\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#102\nRepo: tsouza/cerberus\nIssue/PR number: 102\nGraph consistency label: assumption_check\nNodes: 18\nEdges: 23\nNode types: {'link_quality': 6, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 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/tsouza/cerberus", "source_id": "graph-query-motif_query-ffb0ca0a55578abc", "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": "tsouza/cerberus", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404531, "scanner": "foundry_dataset", "fingerprint": "c4c494e3036d9ffc77d0536d7bd45fd06c6f194878866f5144d21dd3d145f468", "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": {"docs_or_claims": 2, "schema_or_data": 2, "source_or_other": 11, "partial blueprint fit": 3, "verification_or_tests": 5, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 67, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 15, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "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": 38, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 15, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#978", "issue_number": "978", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-dc4344d44290edf5", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {"docs_or_claims": 8, "schema_or_data": 8, "source_or_other": 44}}, "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: tsouza/cerberus\nThread: tsouza/cerberus#978\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: tsouza/cerberus\nThread: tsouza/cerberus#978\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#978\nRepo: tsouza/cerberus\nIssue/PR number: 978\nGraph consistency label: weak_supervision_needs_review\nNodes: 38\nEdges: 67\nNode types: {'pr_file': 15, 'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'thread_touches_file': 15, 'comment_chain_touches_file': 12, 'issue_chain_touches_file': 12, 'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'source_or_other': 11, 'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'docs_or_claims': 2, 'schema_or_data': 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}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-dae5f7bf5a2a97c1", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404530, "scanner": "foundry_dataset", "fingerprint": "60c22c40e30895da733810190da95be3cf1a51c7a820332e080b5b2c915f3e09", "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, "source_or_other": 2, "dependency_or_build": 1, "partial blueprint fit": 3, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 34, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 2, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "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": 25, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 2, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#975", "issue_number": "975", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-e042d91f6307a5cb", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"source_or_other": 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: tsouza/cerberus\nThread: tsouza/cerberus#975\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: tsouza/cerberus\nThread: tsouza/cerberus#975\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#975\nRepo: tsouza/cerberus\nIssue/PR number: 975\nGraph consistency label: supported_by_verification_signal\nNodes: 25\nEdges: 34\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'pr_file': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, '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}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'source_or_other': 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, 'dependency_or_build': 1, 'bug_fix': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-32496efafa3fb15e", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404529, "scanner": "foundry_dataset", "fingerprint": "b078fe1acd5605119f41c06af1e91e989a72dea0c99e2d635d79522cb31313c9", "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": 54, "test_ci_gap": 1, "source_or_other": 3, "partial blueprint fit": 3, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 109, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 57, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "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": 80, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 57, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#972", "issue_number": "972", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-63c339fff0319f02", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"test_or_ci": 216, "source_or_other": 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: tsouza/cerberus\nThread: tsouza/cerberus#972\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: tsouza/cerberus\nThread: tsouza/cerberus#972\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#972\nRepo: tsouza/cerberus\nIssue/PR number: 972\nGraph consistency label: supported_by_high_confidence_link\nNodes: 80\nEdges: 109\nNode types: {'pr_file': 57, 'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'thread_touches_file': 57, 'comment_chain_touches_file': 12, 'issue_chain_touches_file': 12, 'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'test_or_ci': 54, 'verification_or_tests': 5, 'source_or_other': 3, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-f3742515ff887cbe", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404528, "scanner": "foundry_dataset", "fingerprint": "d8199d60dd4e6768408afe716b1b1bfeff9317bf9f8f37f0c31ba74835c2363d", "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": 22, "source_or_other": 2, "api_integration_gap": 1, "partial blueprint fit": 3, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 76, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 24, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "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": 47, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 24, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#971", "issue_number": "971", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-34fd36f9fac2729b", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"test_or_ci": 88, "source_or_other": 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: tsouza/cerberus\nThread: tsouza/cerberus#971\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: tsouza/cerberus\nThread: tsouza/cerberus#971\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#971\nRepo: tsouza/cerberus\nIssue/PR number: 971\nGraph consistency label: supported_by_verification_signal\nNodes: 47\nEdges: 76\nNode types: {'pr_file': 24, 'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'thread_touches_file': 24, 'comment_chain_touches_file': 12, 'issue_chain_touches_file': 12, 'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'test_or_ci': 22, 'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'source_or_other': 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}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-a1644119608bf11a", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404527, "scanner": "foundry_dataset", "fingerprint": "e97e91676b949a30ff420717e7cb341d89c70a00ddf6aaa1c9e4c8246a9356d5", "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, "partial blueprint fit": 3, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 31, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "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": 24, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#970", "issue_number": "970", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-79ba3960ccfe173a", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"test_or_ci": 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: tsouza/cerberus\nThread: tsouza/cerberus#970\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: tsouza/cerberus\nThread: tsouza/cerberus#970\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#970\nRepo: tsouza/cerberus\nIssue/PR number: 970\nGraph consistency label: supported_by_high_confidence_link\nNodes: 24\nEdges: 31\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_file': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'test_or_ci': 1, 'comment_has_related_commit_context': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-7c1cfd58fd4b4e3b", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404526, "scanner": "foundry_dataset", "fingerprint": "c4ce181ccea4d7f26c5efa03d8f36bfd6124a7d1023d8af869f2a624afda808e", "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, "docs_or_claims": 2, "schema_or_data": 1, "source_or_other": 3, "partial blueprint fit": 3, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 49, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 7, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 7, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 7, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 30, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 7, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#968", "issue_number": "968", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-e165e3cab17cedeb", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"test_or_ci": 4, "docs_or_claims": 8, "schema_or_data": 4, "source_or_other": 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: tsouza/cerberus\nThread: tsouza/cerberus#968\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: tsouza/cerberus\nThread: tsouza/cerberus#968\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#968\nRepo: tsouza/cerberus\nIssue/PR number: 968\nGraph consistency label: supported_by_high_confidence_link\nNodes: 30\nEdges: 49\nNode types: {'pr_file': 7, 'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'thread_touches_file': 7, 'comment_chain_touches_file': 7, 'issue_chain_touches_file': 7, 'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 5, 'source_or_other': 3, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'docs_or_claims': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'test_or_ci': 1, 'schema_or_data': 1, 'comment_has_related_commit_context': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-1deb796172a0e15b", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404525, "scanner": "foundry_dataset", "fingerprint": "bd834c95a1497298d5c3a5b197ade92a6d5bcfe99d070523845c8b5effeeaa90", "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, "partial blueprint fit": 3, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 31, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "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": 24, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#965", "issue_number": "965", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-a65df4815128ada1", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"test_or_ci": 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: tsouza/cerberus\nThread: tsouza/cerberus#965\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: tsouza/cerberus\nThread: tsouza/cerberus#965\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#965\nRepo: tsouza/cerberus\nIssue/PR number: 965\nGraph consistency label: supported_by_high_confidence_link\nNodes: 24\nEdges: 31\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_file': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'test_or_ci': 1, 'comment_has_related_commit_context': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-4e87903d05f2f974", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404524, "scanner": "foundry_dataset", "fingerprint": "3b2dbf6816473bd563481a7eec094a939e7d8e3e1b1af5aeab9b9ae55be8f817", "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": 5, "test_ci_gap": 2, "docs_or_claims": 5, "schema_or_data": 1, "source_or_other": 17, "security_or_auth": 1, "partial blueprint fit": 3, "verification_or_tests": 7, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 6, "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": 115, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "thread_touches_file": 29, "alignment_uses_comment": 6, "alignment_uses_finding": 6, "chain_has_link_quality": 10, "comment_aligns_finding": 6, "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": 63, "node_types": {"repo": 1, "commit": 7, "thread": 1, "comment": 2, "pr_file": 29, "alignment": 6, "fix_outcome": 1, "issue_chain": 1, "link_quality": 10, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#962", "issue_number": "962", "quality_tiers": {"high_confidence": 4, "assumption_check": 6}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-76d11bdfdc231f02", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"test_or_ci": 25, "docs_or_claims": 25, "schema_or_data": 5, "source_or_other": 85, "security_or_auth": 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: tsouza/cerberus\nThread: tsouza/cerberus#962\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: tsouza/cerberus\nThread: tsouza/cerberus#962\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#962\nRepo: tsouza/cerberus\nIssue/PR number: 962\nGraph consistency label: supported_by_high_confidence_link\nNodes: 63\nEdges: 115\nNode types: {'pr_file': 29, 'link_quality': 10, 'commit': 7, 'alignment': 6, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'thread_touches_file': 29, 'comment_chain_touches_file': 24, 'issue_chain_touches_file': 12, 'comment_chain_links_commit': 10, 'chain_has_link_quality': 10, 'alignment_uses_comment': 6, 'alignment_uses_finding': 6, 'comment_aligns_finding': 6, '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: {'source_or_other': 17, 'verification_or_tests': 7, 'blueprint_human_gap_alignment': 6, 'docs_or_claims': 5, 'test_or_ci': 5, 'ambiguous_needs_more_evidence': 4, 'partial blueprint fit': 3, 'test_ci_gap': 2, 'comment_has_related_commit_context': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_or_auth': 1, 'schema_or_data': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8}\nQuality tiers: {'assumption_check': 6, 'high_confidence': 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/tsouza/cerberus", "source_id": "graph-query-motif_query-798df3874703d219", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404523, "scanner": "foundry_dataset", "fingerprint": "952554028ce405c8ff19dfd9567ce92975c913a7df8816def617d681b40907dd", "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": 1, "test_ci_gap": 1, "partial blueprint fit": 3, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 31, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "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": 24, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#960", "issue_number": "960", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-81ae5dace371cd4d", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"test_or_ci": 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_verification_signal\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#960\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: tsouza/cerberus\nThread: tsouza/cerberus#960\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#960\nRepo: tsouza/cerberus\nIssue/PR number: 960\nGraph consistency label: supported_by_verification_signal\nNodes: 24\nEdges: 31\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_file': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'test_or_ci': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-4704853364a5b8aa", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404522, "scanner": "foundry_dataset", "fingerprint": "88421db84e932bafd6f5fe328ad3d41577610e32971bb2d625a3d52ab76d84ef", "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": 3, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#958", "issue_number": "958", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-beb7fd48b411872a", "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: tsouza/cerberus\nThread: tsouza/cerberus#958\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: tsouza/cerberus\nThread: tsouza/cerberus#958\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#958\nRepo: tsouza/cerberus\nIssue/PR number: 958\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-f76d6a56ecac34db", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404521, "scanner": "foundry_dataset", "fingerprint": "41059e1840260afec2d4828abfb83bd118a58185848e7636bd1f0b784ff660b8", "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": 3, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#956", "issue_number": "956", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-320307e2b99552e2", "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: tsouza/cerberus\nThread: tsouza/cerberus#956\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: tsouza/cerberus\nThread: tsouza/cerberus#956\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#956\nRepo: tsouza/cerberus\nIssue/PR number: 956\nGraph consistency label: supported_by_high_confidence_link\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-537860ccb86aa3f6", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404520, "scanner": "foundry_dataset", "fingerprint": "3ae64d838c0508ca974d844215ff2258b5ad1d54a8ec64ad5f5ed5a043292082", "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": 3, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#955", "issue_number": "955", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-1c24b8471e2265e2", "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: tsouza/cerberus\nThread: tsouza/cerberus#955\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: tsouza/cerberus\nThread: tsouza/cerberus#955\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#955\nRepo: tsouza/cerberus\nIssue/PR number: 955\nGraph consistency label: supported_by_high_confidence_link\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-9fa1b6578732d939", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404519, "scanner": "foundry_dataset", "fingerprint": "4dacec820c11f9f01fd22c5fa1e266e6a26c7deb8a0295a3218630b8ab481667", "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": 3, "verification_or_tests": 5, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#954", "issue_number": "954", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-8b581e9b4ff10596", "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: tsouza/cerberus\nThread: tsouza/cerberus#954\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: tsouza/cerberus\nThread: tsouza/cerberus#954\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#954\nRepo: tsouza/cerberus\nIssue/PR number: 954\nGraph consistency label: supported_by_high_confidence_link\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-94c0c8987b10cba8", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404518, "scanner": "foundry_dataset", "fingerprint": "2d1aab5cc8a2f02e5e89fda1a76e79347d6efdff79fa1883f16fccdf44437a34", "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": 3, "verification_or_tests": 5, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#953", "issue_number": "953", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-e0032796e3442c2f", "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: tsouza/cerberus\nThread: tsouza/cerberus#953\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: tsouza/cerberus\nThread: tsouza/cerberus#953\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#953\nRepo: tsouza/cerberus\nIssue/PR number: 953\nGraph consistency label: supported_by_high_confidence_link\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-91af706a5f34a7a2", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404517, "scanner": "foundry_dataset", "fingerprint": "8b52cedc8eb5f3cc9edbba63966e9ae8c5f4f162570393a443223fc534ac67e6", "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": 3, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#952", "issue_number": "952", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-53d699f26554a739", "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: tsouza/cerberus\nThread: tsouza/cerberus#952\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: tsouza/cerberus\nThread: tsouza/cerberus#952\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#952\nRepo: tsouza/cerberus\nIssue/PR number: 952\nGraph consistency label: supported_by_high_confidence_link\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-84671495345e2f7c", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404516, "scanner": "foundry_dataset", "fingerprint": "887076d6fad8dc8f8058b0cd0df55f070cff40a2e9f659ffe5fb748ae88ee263", "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": 3, "verification_or_tests": 4, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#951", "issue_number": "951", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-eda5ea2acbe908fc", "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: tsouza/cerberus\nThread: tsouza/cerberus#951\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: tsouza/cerberus\nThread: tsouza/cerberus#951\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#951\nRepo: tsouza/cerberus\nIssue/PR number: 951\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-1d31717f171e6dab", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404515, "scanner": "foundry_dataset", "fingerprint": "55d3f5994771e2c476c90299f72ffe3eabd2e8a7760a59844790c7d42aa84aa1", "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": 3, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#950", "issue_number": "950", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-9bdf267bc412d858", "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: tsouza/cerberus\nThread: tsouza/cerberus#950\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: tsouza/cerberus\nThread: tsouza/cerberus#950\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#950\nRepo: tsouza/cerberus\nIssue/PR number: 950\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-58381ceb19651a14", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404514, "scanner": "foundry_dataset", "fingerprint": "93d3801cdf0b539b05bef6a65099d15f91f897c02f895493ef2ea28fbe3a5509", "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, "deployment_env_gap": 1, "partial blueprint fit": 3, "verification_or_tests": 7, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 3, "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": 38, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 7, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 28, "node_types": {"repo": 1, "commit": 7, "thread": 1, "comment": 2, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#949", "issue_number": "949", "quality_tiers": {"high_confidence": 4, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-2c1c5bf9f6d24f63", "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: tsouza/cerberus\nThread: tsouza/cerberus#949\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: tsouza/cerberus\nThread: tsouza/cerberus#949\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#949\nRepo: tsouza/cerberus\nIssue/PR number: 949\nGraph consistency label: supported_by_high_confidence_link\nNodes: 28\nEdges: 38\nNode types: {'commit': 7, 'link_quality': 7, 'alignment': 3, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 7, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 7, 'ambiguous_needs_more_evidence': 4, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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, 'deployment_env_gap': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8}\nQuality tiers: {'high_confidence': 4, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-a711456473dd83a5", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404513, "scanner": "foundry_dataset", "fingerprint": "70562352553344fd3c9a6e7046a359297d68834adcd8700e94cfe622aa9d02cb", "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": 3, "verification_or_tests": 4, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#948", "issue_number": "948", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-c46a00c391fda999", "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: tsouza/cerberus\nThread: tsouza/cerberus#948\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: tsouza/cerberus\nThread: tsouza/cerberus#948\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#948\nRepo: tsouza/cerberus\nIssue/PR number: 948\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-5b7efab0b2bed8e8", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404512, "scanner": "foundry_dataset", "fingerprint": "dd8c5e93e08da57b7b7e7cc33e1fec8b981de5d45d3ddf1db551580529263bc3", "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": 3, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#947", "issue_number": "947", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-0f88bede22c52467", "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: tsouza/cerberus\nThread: tsouza/cerberus#947\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: tsouza/cerberus\nThread: tsouza/cerberus#947\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#947\nRepo: tsouza/cerberus\nIssue/PR number: 947\nGraph consistency label: supported_by_high_confidence_link\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-ff17105b288d0cc4", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404511, "scanner": "foundry_dataset", "fingerprint": "2b3f840142f3026764b8f245e65b99241c1af3c20e0625c233a14601573f8f03", "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": 3, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#946", "issue_number": "946", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-6cff47269cfd53f1", "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: tsouza/cerberus\nThread: tsouza/cerberus#946\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: tsouza/cerberus\nThread: tsouza/cerberus#946\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#946\nRepo: tsouza/cerberus\nIssue/PR number: 946\nGraph consistency label: supported_by_high_confidence_link\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-f8aac13336bc61ee", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404510, "scanner": "foundry_dataset", "fingerprint": "0af593bc413db19464474acf226731ec5a6381dc050959b8252fb457f19e01ff", "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": 3, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#945", "issue_number": "945", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-78e92922589e3c29", "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: tsouza/cerberus\nThread: tsouza/cerberus#945\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: tsouza/cerberus\nThread: tsouza/cerberus#945\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#945\nRepo: tsouza/cerberus\nIssue/PR number: 945\nGraph consistency label: supported_by_high_confidence_link\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-10cecaefea566202", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404509, "scanner": "foundry_dataset", "fingerprint": "3c2e9795dac055f929f1d7c11d9c43fda4c93889ca41020b24a9932e3ab290aa", "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": 3, "verification_or_tests": 4, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#944", "issue_number": "944", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-2d468ee46e4f7bbb", "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: tsouza/cerberus\nThread: tsouza/cerberus#944\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: tsouza/cerberus\nThread: tsouza/cerberus#944\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#944\nRepo: tsouza/cerberus\nIssue/PR number: 944\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-65dda92aaf3240b3", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404508, "scanner": "foundry_dataset", "fingerprint": "438d127c4dfc1e584332ac88d0cc2eaaf8641e3373a445a517ac9d08f30085f4", "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": 3, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#943", "issue_number": "943", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-e43330313d86dbfa", "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: tsouza/cerberus\nThread: tsouza/cerberus#943\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: tsouza/cerberus\nThread: tsouza/cerberus#943\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#943\nRepo: tsouza/cerberus\nIssue/PR number: 943\nGraph consistency label: supported_by_high_confidence_link\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-9bc190452a2092ff", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404507, "scanner": "foundry_dataset", "fingerprint": "a281a4d70383226f4535f8293096c3c5d3c317dc7905ccda526f3d0ceba65a91", "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": 3, "verification_or_tests": 5, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#942", "issue_number": "942", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-bd8eaa68cb40584e", "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: tsouza/cerberus\nThread: tsouza/cerberus#942\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: tsouza/cerberus\nThread: tsouza/cerberus#942\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#942\nRepo: tsouza/cerberus\nIssue/PR number: 942\nGraph consistency label: supported_by_high_confidence_link\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-7f9c55ce01c2bd03", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404506, "scanner": "foundry_dataset", "fingerprint": "7679099a8da378342d47451941731000b828d22d0fe294889b4e35c183e6b0a1", "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": 3, "verification_or_tests": 5, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#941", "issue_number": "941", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-39349683d98b0931", "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: tsouza/cerberus\nThread: tsouza/cerberus#941\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: tsouza/cerberus\nThread: tsouza/cerberus#941\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#941\nRepo: tsouza/cerberus\nIssue/PR number: 941\nGraph consistency label: supported_by_high_confidence_link\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-d73f6c741600b74f", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404505, "scanner": "foundry_dataset", "fingerprint": "ff06da1a6b1385b998bea3e66a54101dfa1445f12c8fb78d45a4a4cef7d172eb", "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_ci_gap": 1, "partial blueprint fit": 3, "verification_or_tests": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#938", "issue_number": "938", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-de628a2c7f59dc92", "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: tsouza/cerberus\nThread: tsouza/cerberus#938\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: tsouza/cerberus\nThread: tsouza/cerberus#938\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#938\nRepo: tsouza/cerberus\nIssue/PR number: 938\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'verification_or_tests': 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}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-906dd133cfca6d5f", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404504, "scanner": "foundry_dataset", "fingerprint": "bf70049e7d02472d4b49ca4a4eb176bbaa4e86ddedc4282f04b800ac8acd2cc5", "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": {"data_schema": 1, "generated_provenance": 1, "partial blueprint fit": 3, "verification_or_tests": 3, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#937", "issue_number": "937", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-f2351722ecda58e4", "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: tsouza/cerberus\nThread: tsouza/cerberus#937\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: tsouza/cerberus\nThread: tsouza/cerberus#937\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#937\nRepo: tsouza/cerberus\nIssue/PR number: 937\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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, 'generated_provenance': 1, 'data_schema': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-dd5c1902cd2456aa", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404503, "scanner": "foundry_dataset", "fingerprint": "6f237b0ffc9ac023fa99c4b9ca2c06d1dd7ad4d55bcfbad2c2e879f0fd1e55de", "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, "dependency_or_build": 2, "partial blueprint fit": 3, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#935", "issue_number": "935", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-8ffe08cb16cb119d", "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: tsouza/cerberus\nThread: tsouza/cerberus#935\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: tsouza/cerberus\nThread: tsouza/cerberus#935\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#935\nRepo: tsouza/cerberus\nIssue/PR number: 935\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'dependency_or_build': 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}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-5d989c383f7a68b9", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404502, "scanner": "foundry_dataset", "fingerprint": "25932a41d371e79c4334f89bbf0b050a48270b0378e8d5821ff54dfd06827f16", "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": 3, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#934", "issue_number": "934", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-94557a12f8ebb462", "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: tsouza/cerberus\nThread: tsouza/cerberus#934\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: tsouza/cerberus\nThread: tsouza/cerberus#934\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#934\nRepo: tsouza/cerberus\nIssue/PR number: 934\nGraph consistency label: supported_by_high_confidence_link\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-125f059d3f87fbb0", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404501, "scanner": "foundry_dataset", "fingerprint": "3108b83b53c07509632356a065dce087d14274d326231f810d28b8270d3dda75", "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, "dependency_or_build": 2, "partial blueprint fit": 3, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#933", "issue_number": "933", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-532b07cfff96674c", "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: tsouza/cerberus\nThread: tsouza/cerberus#933\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: tsouza/cerberus\nThread: tsouza/cerberus#933\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#933\nRepo: tsouza/cerberus\nIssue/PR number: 933\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'dependency_or_build': 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}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-81b117899587ed1f", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404500, "scanner": "foundry_dataset", "fingerprint": "9c54fd151ac3c26cd61a91701a5655e4530daac201cc35346bdf31fff50cd54d", "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, "dependency_or_build": 2, "partial blueprint fit": 3, "verification_or_tests": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#932", "issue_number": "932", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-52208f243a0351a7", "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: tsouza/cerberus\nThread: tsouza/cerberus#932\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: tsouza/cerberus\nThread: tsouza/cerberus#932\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#932\nRepo: tsouza/cerberus\nIssue/PR number: 932\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'verification_or_tests': 2, 'dependency_or_build': 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, 'bug_fix': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-571776a6370167ce", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404499, "scanner": "foundry_dataset", "fingerprint": "42a73ebd965ee053375b92f44b4da6aecad22ac15aac485be9b9282e29bdca26", "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, "dependency_or_build": 1, "partial blueprint fit": 3, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#931", "issue_number": "931", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-67477c0982b14c96", "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: tsouza/cerberus\nThread: tsouza/cerberus#931\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: tsouza/cerberus\nThread: tsouza/cerberus#931\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#931\nRepo: tsouza/cerberus\nIssue/PR number: 931\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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, 'dependency_or_build': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-5c948c532d87e491", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404498, "scanner": "foundry_dataset", "fingerprint": "aa073a595b0f8b3f398f53672b61772203b6bd9c8c5caede0ec59feb2bbc35c9", "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": 3, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#929", "issue_number": "929", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-9142dfbfc38d0fa5", "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: tsouza/cerberus\nThread: tsouza/cerberus#929\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: tsouza/cerberus\nThread: tsouza/cerberus#929\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#929\nRepo: tsouza/cerberus\nIssue/PR number: 929\nGraph consistency label: supported_by_high_confidence_link\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-0cbc660fea890815", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404497, "scanner": "foundry_dataset", "fingerprint": "fc21e998e8bb71a40f15e1ed00568dd64c6f893967b3f5194271a70903f5bf34", "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, "dependency_or_build": 1, "partial blueprint fit": 3, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#928", "issue_number": "928", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-95fccd854f1f5132", "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: tsouza/cerberus\nThread: tsouza/cerberus#928\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: tsouza/cerberus\nThread: tsouza/cerberus#928\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#928\nRepo: tsouza/cerberus\nIssue/PR number: 928\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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, 'dependency_or_build': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-4acee0b17dfe20a8", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404496, "scanner": "foundry_dataset", "fingerprint": "4a712865706760df4b0dacd097e8037383935f1d5bb925e95b53370cb7252c27", "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, "dependency_or_build": 1, "partial blueprint fit": 3, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#926", "issue_number": "926", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-29f7e4befc3a8a1d", "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: tsouza/cerberus\nThread: tsouza/cerberus#926\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: tsouza/cerberus\nThread: tsouza/cerberus#926\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#926\nRepo: tsouza/cerberus\nIssue/PR number: 926\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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, 'dependency_or_build': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-a7dd6855256f2dc7", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404495, "scanner": "foundry_dataset", "fingerprint": "a3e6bc658875206ae83964cf5900bdbeee2322c831e8d0f0c5dd783364de02ca", "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, "dependency_or_build": 2, "partial blueprint fit": 3, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#922", "issue_number": "922", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-60a4a6cc278fb47f", "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: tsouza/cerberus\nThread: tsouza/cerberus#922\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: tsouza/cerberus\nThread: tsouza/cerberus#922\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#922\nRepo: tsouza/cerberus\nIssue/PR number: 922\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'dependency_or_build': 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}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-bb1ea88fb78bed95", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404494, "scanner": "foundry_dataset", "fingerprint": "1f022d7f7c0e4efb57e289760c84427ee1487d09f94c45cb7dc3e20dc4816121", "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, "dependency_or_build": 1, "partial blueprint fit": 3, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#919", "issue_number": "919", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-cd0e70ad0cbed6d8", "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: tsouza/cerberus\nThread: tsouza/cerberus#919\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: tsouza/cerberus\nThread: tsouza/cerberus#919\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#919\nRepo: tsouza/cerberus\nIssue/PR number: 919\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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, 'dependency_or_build': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-945cedffacf55082", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404493, "scanner": "foundry_dataset", "fingerprint": "f4b76d7b803b3927817a15777012a363e8d42f6500cee659a206f9486b627f90", "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, "dependency_or_build": 2, "partial blueprint fit": 3, "verification_or_tests": 6, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 6, "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_with_verification_signal": 8}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 50, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 6, "alignment_uses_finding": 6, "chain_has_link_quality": 10, "comment_aligns_finding": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 36, "node_types": {"repo": 1, "commit": 9, "thread": 1, "comment": 2, "alignment": 6, "fix_outcome": 1, "issue_chain": 1, "link_quality": 10, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#917", "issue_number": "917", "quality_tiers": {"assumption_check": 6, "weak_supervision": 4}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-af9b8a38638c0120", "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: tsouza/cerberus\nThread: tsouza/cerberus#917\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: tsouza/cerberus\nThread: tsouza/cerberus#917\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#917\nRepo: tsouza/cerberus\nIssue/PR number: 917\nGraph consistency label: supported_by_verification_signal\nNodes: 36\nEdges: 50\nNode types: {'link_quality': 10, 'commit': 9, 'alignment': 6, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 10, 'alignment_uses_comment': 6, 'alignment_uses_finding': 6, 'comment_aligns_finding': 6, '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': 6, 'blueprint_human_gap_alignment': 6, 'claimed_resolved_with_verification_signal': 4, 'partial blueprint fit': 3, 'test_ci_gap': 2, 'human_reported_issue_then_verified_fix_attempt': 2, 'dependency_or_build': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'bug_fix': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 8}\nQuality tiers: {'assumption_check': 6, 'weak_supervision': 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/tsouza/cerberus", "source_id": "graph-query-motif_query-8875adcdcab9a349", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404492, "scanner": "foundry_dataset", "fingerprint": "0efa229b5b5da4b02eb7c7de40e9347597cafc3c5f2eda5a9f51f1fd4567b96e", "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, "dependency_or_build": 2, "partial blueprint fit": 3, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#916", "issue_number": "916", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-e3d6accba9dca1d7", "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: tsouza/cerberus\nThread: tsouza/cerberus#916\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: tsouza/cerberus\nThread: tsouza/cerberus#916\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#916\nRepo: tsouza/cerberus\nIssue/PR number: 916\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'dependency_or_build': 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}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-5fb51f26326c56b7", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404491, "scanner": "foundry_dataset", "fingerprint": "7dcb9aeb3f19137feb06fc794369ca6fda963f60e8dffc1e0a5176be2032ddc7", "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, "dependency_or_build": 2, "partial blueprint fit": 3, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#911", "issue_number": "911", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-2b222825c3d662ec", "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: tsouza/cerberus\nThread: tsouza/cerberus#911\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: tsouza/cerberus\nThread: tsouza/cerberus#911\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#911\nRepo: tsouza/cerberus\nIssue/PR number: 911\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'dependency_or_build': 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}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-c917fc959fdf751e", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404490, "scanner": "foundry_dataset", "fingerprint": "19a10294593952773aadf72d448f55f70735206bc2788e21ff7c674f3fc34763", "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, "dependency_or_build": 2, "partial blueprint fit": 3, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#910", "issue_number": "910", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-5e051b6d71863c89", "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: tsouza/cerberus\nThread: tsouza/cerberus#910\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: tsouza/cerberus\nThread: tsouza/cerberus#910\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#910\nRepo: tsouza/cerberus\nIssue/PR number: 910\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'dependency_or_build': 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}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-cd94caf0431eb8a1", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404489, "scanner": "foundry_dataset", "fingerprint": "45b741f08be5e061eb5706678fb903451ea0901892736789576057dfa5f2f50b", "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, "dependency_or_build": 2, "partial blueprint fit": 3, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#909", "issue_number": "909", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-9d85eb2339a6eff8", "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: tsouza/cerberus\nThread: tsouza/cerberus#909\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: tsouza/cerberus\nThread: tsouza/cerberus#909\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#909\nRepo: tsouza/cerberus\nIssue/PR number: 909\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'dependency_or_build': 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}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-53458ddf442e7365", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404488, "scanner": "foundry_dataset", "fingerprint": "f1a57ef41c3cf28769d0afe7c84097f35e1f819bd68e8c608703df332dab3345", "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": 3, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#908", "issue_number": "908", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-a63d029556399ede", "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: tsouza/cerberus\nThread: tsouza/cerberus#908\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: tsouza/cerberus\nThread: tsouza/cerberus#908\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#908\nRepo: tsouza/cerberus\nIssue/PR number: 908\nGraph consistency label: supported_by_high_confidence_link\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-af923a62e8e9e06b", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404487, "scanner": "foundry_dataset", "fingerprint": "401ac31ea915ad0b63ad3d897433562bb3a6c581a0dbbd17bf1908ee3d02c0ac", "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, "dependency_or_build": 2, "partial blueprint fit": 3, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#907", "issue_number": "907", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-3f1d78a1818bfbfc", "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: tsouza/cerberus\nThread: tsouza/cerberus#907\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: tsouza/cerberus\nThread: tsouza/cerberus#907\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#907\nRepo: tsouza/cerberus\nIssue/PR number: 907\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'dependency_or_build': 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}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-d7a2c8fe811e5293", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404486, "scanner": "foundry_dataset", "fingerprint": "5fef32cfe86b805f110f5ae3b5b66877e724e49e1c9dff2562f5f38ee701fa60", "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": {"data_schema": 1, "test_ci_gap": 1, "dependency_or_build": 2, "generated_provenance": 1, "partial blueprint fit": 3, "verification_or_tests": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#905", "issue_number": "905", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-795439c8cbd5f2bc", "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: tsouza/cerberus\nThread: tsouza/cerberus#905\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: tsouza/cerberus\nThread: tsouza/cerberus#905\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#905\nRepo: tsouza/cerberus\nIssue/PR number: 905\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'dependency_or_build': 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, 'data_schema': 1, 'generated_provenance': 1, 'verification_or_tests': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-bf6859d40af37466", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404485, "scanner": "foundry_dataset", "fingerprint": "b4b79771662c63746757677a5f6c91361308a25aa913f73af1efd0b7d1acd842", "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": 3, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#904", "issue_number": "904", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-4982c03d3c3fb1fc", "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: tsouza/cerberus\nThread: tsouza/cerberus#904\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: tsouza/cerberus\nThread: tsouza/cerberus#904\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#904\nRepo: tsouza/cerberus\nIssue/PR number: 904\nGraph consistency label: supported_by_high_confidence_link\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-81bda6ca9f1d9251", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404484, "scanner": "foundry_dataset", "fingerprint": "2527cecbb6ae8ead49e1448f0e2408855f22f585e8ea4249af397abe23e444fa", "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, "dependency_or_build": 2, "partial blueprint fit": 3, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#902", "issue_number": "902", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-70a137862ff006b4", "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: tsouza/cerberus\nThread: tsouza/cerberus#902\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: tsouza/cerberus\nThread: tsouza/cerberus#902\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#902\nRepo: tsouza/cerberus\nIssue/PR number: 902\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'dependency_or_build': 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}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-34c620022e5c7169", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404483, "scanner": "foundry_dataset", "fingerprint": "0de3b7ed928377cbf2565fffd048fea8ea93447a61ef58a3524998a5e9f4e324", "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, "data_schema": 1, "partial blueprint fit": 3, "verification_or_tests": 3, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#896", "issue_number": "896", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-3daa584360c69e0a", "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: tsouza/cerberus\nThread: tsouza/cerberus#896\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: tsouza/cerberus\nThread: tsouza/cerberus#896\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#896\nRepo: tsouza/cerberus\nIssue/PR number: 896\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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, 'data_schema': 1, 'bug_fix': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-01756cc15af14bea", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404482, "scanner": "foundry_dataset", "fingerprint": "d4ce187988ad44f45f7d715bec83eaf31ed7a4d8e440f8dbb7cc962fc35b4ada", "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, "generated_provenance": 1, "partial blueprint fit": 3, "verification_or_tests": 3, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#895", "issue_number": "895", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-0d293e81853ac4ec", "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: tsouza/cerberus\nThread: tsouza/cerberus#895\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: tsouza/cerberus\nThread: tsouza/cerberus#895\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#895\nRepo: tsouza/cerberus\nIssue/PR number: 895\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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, 'generated_provenance': 1, 'bug_fix': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-b41498f4e0d68e64", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404481, "scanner": "foundry_dataset", "fingerprint": "a6886de6b2d7afa2ea4256b6284a1cb0af986f95c719b9450c925da9c06b752d", "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": {"generated_provenance": 1, "partial blueprint fit": 3, "verification_or_tests": 4, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#894", "issue_number": "894", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-81e2386cc37b79cd", "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: tsouza/cerberus\nThread: tsouza/cerberus#894\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: tsouza/cerberus\nThread: tsouza/cerberus#894\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#894\nRepo: tsouza/cerberus\nIssue/PR number: 894\nGraph consistency label: supported_by_high_confidence_link\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 4, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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, 'generated_provenance': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-2e0c6967fb70db6e", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404480, "scanner": "foundry_dataset", "fingerprint": "75ac229f647bab6f7bb5391d8bf8d19960473f8a74c1d98b09c1a25671f1812d", "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, "dependency_or_build": 2, "partial blueprint fit": 3, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#893", "issue_number": "893", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-182897cecf84a0c1", "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: tsouza/cerberus\nThread: tsouza/cerberus#893\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: tsouza/cerberus\nThread: tsouza/cerberus#893\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#893\nRepo: tsouza/cerberus\nIssue/PR number: 893\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'dependency_or_build': 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}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-d1d639afac911392", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404479, "scanner": "foundry_dataset", "fingerprint": "22cdb420210232d1919a0e2db8466b32a002b15f8e25700e2a2e6ba5dd76fa06", "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": {"data_schema": 1, "partial blueprint fit": 3, "verification_or_tests": 4, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#891", "issue_number": "891", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-1afc1a8d4ecb1f6b", "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: tsouza/cerberus\nThread: tsouza/cerberus#891\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: tsouza/cerberus\nThread: tsouza/cerberus#891\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#891\nRepo: tsouza/cerberus\nIssue/PR number: 891\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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, 'data_schema': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-975d27fc987c326f", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404478, "scanner": "foundry_dataset", "fingerprint": "7d9391a1ff827e75ab4e42d6856a571fb3fa3081b2fa431129ef690480e8cd62", "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": {"data_schema": 1, "test_ci_gap": 1, "dependency_or_build": 2, "partial blueprint fit": 3, "verification_or_tests": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#890", "issue_number": "890", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-13bebf58e30415be", "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: tsouza/cerberus\nThread: tsouza/cerberus#890\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: tsouza/cerberus\nThread: tsouza/cerberus#890\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#890\nRepo: tsouza/cerberus\nIssue/PR number: 890\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'verification_or_tests': 2, 'dependency_or_build': 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, 'data_schema': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-f6df3363e716bb20", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404477, "scanner": "foundry_dataset", "fingerprint": "2516a28b99a9eda2841230144837a05312dca6643fb13a7d397fdd9c8ded6d13", "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, "dependency_or_build": 2, "partial blueprint fit": 3, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#889", "issue_number": "889", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-7dd8aad85ec9e5df", "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: tsouza/cerberus\nThread: tsouza/cerberus#889\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: tsouza/cerberus\nThread: tsouza/cerberus#889\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#889\nRepo: tsouza/cerberus\nIssue/PR number: 889\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'dependency_or_build': 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}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-8099c716419a9f31", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404476, "scanner": "foundry_dataset", "fingerprint": "266089bba4b7c6686043a5a1c399bae0d84327c9080c55ba5b0dcabca17ef1dc", "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": 3, "verification_or_tests": 4, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#888", "issue_number": "888", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-5b7d90d09f6c32f1", "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: tsouza/cerberus\nThread: tsouza/cerberus#888\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: tsouza/cerberus\nThread: tsouza/cerberus#888\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#888\nRepo: tsouza/cerberus\nIssue/PR number: 888\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-5a256b33ed80077e", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404475, "scanner": "foundry_dataset", "fingerprint": "313a8364c4caea3468f1e94d598e2613261e116df62e785376bc2886ab4adab0", "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, "dependency_or_build": 2, "partial blueprint fit": 3, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#887", "issue_number": "887", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-83c9c9727a375bc5", "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: tsouza/cerberus\nThread: tsouza/cerberus#887\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: tsouza/cerberus\nThread: tsouza/cerberus#887\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#887\nRepo: tsouza/cerberus\nIssue/PR number: 887\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'dependency_or_build': 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}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-3e69845475307072", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404474, "scanner": "foundry_dataset", "fingerprint": "d22bbd3dab0db2cc6c98c48975d7915363e095c973a0d5a400130997c9640f92", "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": 3, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#885", "issue_number": "885", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-37d93543c2dbc574", "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: tsouza/cerberus\nThread: tsouza/cerberus#885\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: tsouza/cerberus\nThread: tsouza/cerberus#885\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#885\nRepo: tsouza/cerberus\nIssue/PR number: 885\nGraph consistency label: supported_by_high_confidence_link\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-723e17ca7e5de97f", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404473, "scanner": "foundry_dataset", "fingerprint": "64e568c73e0e61b6dff8fc05cdcf8e656235c4a3b8f0cc768aadaf683a2c04e7", "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": 3, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#884", "issue_number": "884", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-5ae1c79d3a230e0e", "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: tsouza/cerberus\nThread: tsouza/cerberus#884\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: tsouza/cerberus\nThread: tsouza/cerberus#884\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#884\nRepo: tsouza/cerberus\nIssue/PR number: 884\nGraph consistency label: supported_by_high_confidence_link\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-03bd440ad0b757e5", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404472, "scanner": "foundry_dataset", "fingerprint": "955b84bd9171aa95ebba40323774d23ff6228fd8034d378ed8238619e3da0f79", "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": 3, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#883", "issue_number": "883", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-fed691b40bbbe5f2", "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: tsouza/cerberus\nThread: tsouza/cerberus#883\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: tsouza/cerberus\nThread: tsouza/cerberus#883\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#883\nRepo: tsouza/cerberus\nIssue/PR number: 883\nGraph consistency label: supported_by_high_confidence_link\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-5bb5aad5bfabf6b6", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404471, "scanner": "foundry_dataset", "fingerprint": "3873fe99f1d08bcd6950714a34f87591f33497531cbbfbcbf376758bf1c9c16a", "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": {"data_schema": 1, "dependency_or_build": 1, "partial blueprint fit": 3, "verification_or_tests": 3, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#880", "issue_number": "880", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-0341cf75d55581a3", "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: tsouza/cerberus\nThread: tsouza/cerberus#880\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: tsouza/cerberus\nThread: tsouza/cerberus#880\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#880\nRepo: tsouza/cerberus\nIssue/PR number: 880\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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, 'dependency_or_build': 1, 'data_schema': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-cb66ec9e63dc9169", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404470, "scanner": "foundry_dataset", "fingerprint": "b9809a736b0bfe225ff0ff4a0489f3ad676c2d0119d7b629a19f99c40d4cf6c8", "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_workflow_gap": 1, "dependency_or_build": 1, "partial blueprint fit": 3, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#878", "issue_number": "878", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-7b2b1239ad8cd6b5", "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: tsouza/cerberus\nThread: tsouza/cerberus#878\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: tsouza/cerberus\nThread: tsouza/cerberus#878\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#878\nRepo: tsouza/cerberus\nIssue/PR number: 878\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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, 'dependency_or_build': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-12785134fa56ec3c", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404469, "scanner": "foundry_dataset", "fingerprint": "3d2f037d6eea650bb409794b311e16cd38e0a0342451a8db6a3a345f78645b3a", "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": 3, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#873", "issue_number": "873", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-67ae994a4287f725", "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: tsouza/cerberus\nThread: tsouza/cerberus#873\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: tsouza/cerberus\nThread: tsouza/cerberus#873\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#873\nRepo: tsouza/cerberus\nIssue/PR number: 873\nGraph consistency label: weak_supervision_needs_review\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-3dea0b70f8555097", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404468, "scanner": "foundry_dataset", "fingerprint": "a073f5237ae6ba1d0b78e91ec2934a776267252274664a35623b58221b6d2b49", "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, "dependency_or_build": 1, "partial blueprint fit": 3, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#851", "issue_number": "851", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-aa8474bed0baf61c", "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: tsouza/cerberus\nThread: tsouza/cerberus#851\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: tsouza/cerberus\nThread: tsouza/cerberus#851\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#851\nRepo: tsouza/cerberus\nIssue/PR number: 851\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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, 'dependency_or_build': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-b6573dd0507a1296", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404467, "scanner": "foundry_dataset", "fingerprint": "94c3ebb659bc8aa3f87b32c6a9044a41598d13a2c301a3d0af165d960d5c7dba", "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, "dependency_or_build": 1, "partial blueprint fit": 3, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#701", "issue_number": "701", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-92b275d396d130d1", "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: tsouza/cerberus\nThread: tsouza/cerberus#701\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: tsouza/cerberus\nThread: tsouza/cerberus#701\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#701\nRepo: tsouza/cerberus\nIssue/PR number: 701\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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, 'dependency_or_build': 1, 'bug_fix': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-571911aa17de28cb", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404466, "scanner": "foundry_dataset", "fingerprint": "236e098ccd89a2f333a91cb62b4a5d81dc98f7f2f49ff04a625a213075435d32", "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": 3, "verification_or_tests": 5, "human_feedback_general": 1, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 3, "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": 8}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 33, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 7, "comment_aligns_finding": 3, "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": 26, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 2, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#440", "issue_number": "440", "quality_tiers": {"unresolved": 1, "assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-8f01516c66c385b8", "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: tsouza/cerberus\nThread: tsouza/cerberus#440\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: tsouza/cerberus\nThread: tsouza/cerberus#440\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#440\nRepo: tsouza/cerberus\nIssue/PR number: 440\nGraph consistency label: weak_supervision_needs_review\nNodes: 26\nEdges: 33\nNode types: {'link_quality': 7, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 7, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 4, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_feedback_general': 1, 'comment_has_related_commit_context': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8}\nQuality tiers: {'weak_supervision': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-ee16a082deaa0e36", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404465, "scanner": "foundry_dataset", "fingerprint": "9d1116ce62a4e069a439014abd9ca088b4ac6b9d20f342e4edb1afb51830b0ab", "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": 3, "human_feedback_general": 1, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 6, "ambiguous_needs_more_evidence": 2}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 7, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 21, "node_types": {"repo": 1, "thread": 1, "comment": 2, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#4", "issue_number": "4", "quality_tiers": {"unresolved": 4, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-930bd1a8641e6eea", "graph_gold_label": "assumption_check", "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: assumption_check\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#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: tsouza/cerberus\nThread: tsouza/cerberus#4\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#4\nRepo: tsouza/cerberus\nIssue/PR number: 4\nGraph consistency label: assumption_check\nNodes: 21\nEdges: 28\nNode types: {'link_quality': 7, 'alignment': 3, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 7, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'not_resolved_or_not_observed': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_feedback_general': 1, 'human_reported_issue_no_linked_fix': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1}\nOutcomes: {'not_resolved_or_not_observed': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'unresolved': 4, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-08fec394ea57fa12", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404464, "scanner": "foundry_dataset", "fingerprint": "d3332b080c5cf931ceb5fc3b0c07b47e1f88c2018fc5c827d5e996b04e1f1756", "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, "dependency_or_build": 1, "security_auth_secret": 1, "partial blueprint fit": 3, "claimed_resolved_unverified": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_alignment": 3, "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": 6}, "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": 2, "thread_has_comment": 2, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 7, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 23, "node_types": {"repo": 1, "commit": 2, "thread": 1, "comment": 2, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#3", "issue_number": "3", "quality_tiers": {"unresolved": 1, "assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-3a6cf6b9f761fcc0", "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: tsouza/cerberus\nThread: tsouza/cerberus#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: tsouza/cerberus\nThread: tsouza/cerberus#3\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#3\nRepo: tsouza/cerberus\nIssue/PR number: 3\nGraph consistency label: weak_supervision_needs_review\nNodes: 23\nEdges: 30\nNode types: {'link_quality': 7, 'alignment': 3, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'commit': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 7, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'comment_chain_links_commit': 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: {'not_resolved_or_not_observed': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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_no_linked_fix': 1, 'human_reported_issue_then_fix_attempt': 1, 'dependency_or_build': 1, 'bug_fix': 1, 'claimed_resolved_unverified': 1}\nOutcomes: {'not_resolved_or_not_observed': 6, 'claimed_resolved_unverified': 2}\nQuality tiers: {'weak_supervision': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-32e2bb152e39b87e", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404463, "scanner": "foundry_dataset", "fingerprint": "1e518fa6bdc7ede9a59d74ddc6bc1a724cb2fba6e7b8049dc69bb981dee5c39d", "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, "dependency_or_build": 1, "security_auth_secret": 1, "partial blueprint fit": 3, "human_feedback_general": 1, "claimed_resolved_unverified": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 3, "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": 6, "ambiguous_needs_more_evidence": 2}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 36, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 8, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 3, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 27, "node_types": {"repo": 1, "commit": 3, "thread": 1, "comment": 3, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 8, "comment_chain": 3, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#2", "issue_number": "2", "quality_tiers": {"unresolved": 1, "assumption_check": 3, "weak_supervision": 4}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-07a84c6e30c5a097", "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: tsouza/cerberus\nThread: tsouza/cerberus#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: tsouza/cerberus\nThread: tsouza/cerberus#2\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#2\nRepo: tsouza/cerberus\nIssue/PR number: 2\nGraph consistency label: weak_supervision_needs_review\nNodes: 27\nEdges: 36\nNode types: {'link_quality': 8, 'comment': 3, 'comment_chain': 3, 'commit': 3, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 8, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'comment_chain_links_commit': 3, 'issue_chain_has_comment_chain': 3, '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: {'not_resolved_or_not_observed': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'security_auth_secret': 1, 'human_feedback_general': 1, 'human_reported_issue_no_linked_fix': 1, 'human_reported_issue_then_fix_attempt': 1, 'dependency_or_build': 1, 'claimed_resolved_unverified': 1, 'comment_has_related_commit_context': 1, 'ambiguous_needs_more_evidence': 1}\nOutcomes: {'not_resolved_or_not_observed': 6, 'claimed_resolved_unverified': 2, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'weak_supervision': 4, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-5161fc3dcae5c557", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404462, "scanner": "foundry_dataset", "fingerprint": "f6197a4131becda8eb1b39df1e62fb307651f3a3ef277bcd59bf8d7256a3a675", "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": 3, "human_feedback_general": 1, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 6, "ambiguous_needs_more_evidence": 2}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 7, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 21, "node_types": {"repo": 1, "thread": 1, "comment": 2, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#147", "issue_number": "147", "quality_tiers": {"unresolved": 4, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-9932c88d595083d0", "graph_gold_label": "assumption_check", "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: assumption_check\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#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: tsouza/cerberus\nThread: tsouza/cerberus#147\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#147\nRepo: tsouza/cerberus\nIssue/PR number: 147\nGraph consistency label: assumption_check\nNodes: 21\nEdges: 28\nNode types: {'link_quality': 7, 'alignment': 3, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 7, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'not_resolved_or_not_observed': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_feedback_general': 1, 'human_reported_issue_no_linked_fix': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1}\nOutcomes: {'not_resolved_or_not_observed': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'unresolved': 4, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-7ec90e7ad6bca597", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404461, "scanner": "foundry_dataset", "fingerprint": "9d1d06f703df7e8948cb7ae01589f2bbd8aa1735ad803425dcd676a8295bf3f4", "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": 3, "verification_or_tests": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 20, "node_types": {"repo": 1, "commit": 2, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#122", "issue_number": "122", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-e03da5e8387a87ca", "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: tsouza/cerberus\nThread: tsouza/cerberus#122\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: tsouza/cerberus\nThread: tsouza/cerberus#122\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#122\nRepo: tsouza/cerberus\nIssue/PR number: 122\nGraph consistency label: weak_supervision_needs_review\nNodes: 20\nEdges: 25\nNode types: {'link_quality': 6, 'alignment': 3, 'blueprint_finding': 3, 'commit': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-9679bb79a3a4f18e", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404460, "scanner": "foundry_dataset", "fingerprint": "4a9044c0555049257be2d29f2373f4b577d5e2c671b766f13654074e976088d1", "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": 3, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#115", "issue_number": "115", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-1a49fb86025a3ee5", "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: tsouza/cerberus\nThread: tsouza/cerberus#115\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: tsouza/cerberus\nThread: tsouza/cerberus#115\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#115\nRepo: tsouza/cerberus\nIssue/PR number: 115\nGraph consistency label: weak_supervision_needs_review\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-7458385e6b491873", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404459, "scanner": "foundry_dataset", "fingerprint": "125e20a42543c3233ded98f5e3dbf3ac638d0819d3ab97638e6a3da556e9919b", "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": 3, "partial blueprint fit": 3, "human_feedback_general": 4, "unlinked_human_feedback": 4, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 6, "blueprint_human_gap_alignment": 9, "human_reported_issue_no_linked_fix": 3, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 6, "ambiguous_needs_more_evidence": 12}, "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": 7, "thread_has_comment": 7, "alignment_uses_comment": 9, "alignment_uses_finding": 9, "chain_has_link_quality": 18, "comment_aligns_finding": 9, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 7, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 7}, "node_count": 48, "node_types": {"repo": 1, "thread": 1, "comment": 7, "alignment": 9, "fix_outcome": 1, "issue_chain": 1, "link_quality": 18, "comment_chain": 7, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#103", "issue_number": "103", "quality_tiers": {"unresolved": 9, "assumption_check": 9}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-cf92ac14f3ab2a01", "graph_gold_label": "assumption_check", "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: assumption_check\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#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: tsouza/cerberus\nThread: tsouza/cerberus#103\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#103\nRepo: tsouza/cerberus\nIssue/PR number: 103\nGraph consistency label: assumption_check\nNodes: 48\nEdges: 77\nNode types: {'link_quality': 18, 'alignment': 9, 'comment': 7, 'comment_chain': 7, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 18, 'alignment_uses_comment': 9, 'alignment_uses_finding': 9, 'comment_aligns_finding': 9, 'thread_has_comment': 7, 'thread_has_comment_chain': 7, 'comment_has_chain': 7, 'issue_chain_has_comment_chain': 7, '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': 9, 'ambiguous_needs_more_evidence': 6, 'human_feedback_general': 4, 'unlinked_human_feedback': 4, 'api_integration_gap': 3, 'human_reported_issue_no_linked_fix': 3, 'not_resolved_or_not_observed': 3, 'partial blueprint fit': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 12, 'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 9, 'assumption_check': 9}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-b51a878bcb077020", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tsouza/cerberus"}, "properties": {"repobilityId": 404458, "scanner": "foundry_dataset", "fingerprint": "95beef54c14a6d7ee87fb3d5b58a56a8f5dcc73d830342799b6e74d7db71dd7d", "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": 3, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_alignment": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 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, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 18, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#102", "issue_number": "102", "quality_tiers": {"unresolved": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-850546323afbc7d9", "graph_gold_label": "assumption_check", "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: assumption_check\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#102\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: tsouza/cerberus\nThread: tsouza/cerberus#102\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#102\nRepo: tsouza/cerberus\nIssue/PR number: 102\nGraph consistency label: assumption_check\nNodes: 18\nEdges: 23\nNode types: {'link_quality': 6, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-c7d9b3a5bdfb18d6", "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": "tsouza/cerberus", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383156, "scanner": "foundry_dataset", "fingerprint": "4e90898c6785ff49182c7d064acee9317f216bf3e6debbabac855474f9523dc4", "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": "tsouza/cerberus#978", "human_labels": ["data_schema_persistence", "docs_or_claims", "schema_or_data", "source_or_other"], "issue_number": "978", "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": "tsouza/cerberus", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-34ab8a385991feff", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "source_chain_kind": "issue_chain", "changed_file_count": 15, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"docs_or_claims": 2, "schema_or_data": 2, "source_or_other": 11}, "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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#978\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: tsouza/cerberus#978\nRepo: tsouza/cerberus\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: 15\nLabels: {'data_schema_persistence': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'source_or_other': 11, 'docs_or_claims': 2, 'schema_or_data': 2}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-f30fc3bf046e05b4\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"data_schema_persistence\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/978\",\n    \"text\": \"GitHub feedback: data_schema_persistence\\nPolarity: bad\\nKind: pull_request_body\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/978\\nTitle: feat(chclient): per-query instrumentation (query_id / log_comment) + settings map + aggregation_in_order\\nBody:\\nPhase-0 of the ClickHouse-optimization roadmap: per-query instrumentation + settings plumbing that unblocks corpus-driven optimization, plus one conservative, result-equivalent settings win. **Everything here is safe on ClickHouse 24.8** (cerberus's current min floor) and adopts no 25.x feature. The async `query_log` reconciler and corpus persistence are **deliberately deferred** to a later Phase-1 PR.\\n\\n## The four pieces\\n\\n1. **`query_id` stamping (always on, observational).** Every data-plane dispatch sets the ClickHouse `query_id` to cerberus's active trace id (via `clickhouse.WithQueryID` in `queryContext`), so operators can join their SQL back to `system.query_log` on the cerberus trace id. No valid trace -> the driver generates its own id; `query_id` is never an error path.\\n\\n2. **Generalised per-request settings carrier.** The single-flag `WithTSGridSetting` context value becomes a per-reques\"\n  }\n]\nChanged files:\n[\n  {\n    \"id\": \"github-pr-file-file-0fb2cbaabca013c5\",\n    \"filename\": \"cmd/cerberus/main.go\",\n    \"label\": \"source_or_other\",\n    \"status\": \"modified\",\n    \"additions\": 25,\n    \"deletions\": 1,\n    \"changes\": 26,\n    \"blob_url\": \"https://github.com/tsouza/cerberus/blob/d94261f7572db7b3b6000f153c4724b6d2a9ac08/cmd%2Fcerberus%2Fmain.go\"\n  },\n  {\n    \"id\": \"github-pr-file-file-c64b50f9afbcee4f\",\n    \"filename\": \"docs/configuration.md\",\n    \"label\": \"docs_or_claims\",\n    \"status\": \"modified\",\n    \"additions\": 47,\n    \"deletions\": 0,\n    \"changes\": 47,\n    \"blob_url\": \"https://github.com/tsouza/cerberus/blob/d94261f7572db7b3b6000f1\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-d9e04016f216b282", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383155, "scanner": "foundry_dataset", "fingerprint": "7e7ccce036987473941bad17ec9409dcd91e5bba5bce79feaef8cf67db1c0d04", "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": "tsouza/cerberus#977", "human_labels": ["human_feedback_general", "source_or_other", "test_or_ci"], "issue_number": "977", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "tsouza/cerberus", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-f7cfc4fde852fb86", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "source_chain_kind": "issue_chain", "changed_file_count": 2, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"test_or_ci": 1, "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"], "linked_ci_commit_count": 1, "verification_artifact_count": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#977\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: tsouza/cerberus#977\nRepo: tsouza/cerberus\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 2\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {'test_or_ci': 1, 'source_or_other': 1}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-553af1a903006182\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/977\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/977\\nTitle: fix(release): draft release, publish after assets attach (immutable-releases fix)\\nBody:\\n## Why\\nThe repo has **immutable releases** enabled, which freezes a release on **publish**. v1.0.1's cut created the release published-up-front, so goreleaser's asset-upload step hit `422 cannot upload assets to an immutable release` \u2014 the **image + chart published fine, but the binary archives, checksums, and SLSA provenance were lost** and release.yml went red.\\n\\n## Fix (keeps immutable releases ON)\\n- `.goreleaser.yml`: `release.draft: true` \u2014 goreleaser creates the release as a **draft** (mutable) and attaches binaries/checksums.\\n- `release.yml`: new step after goreleaser + provenance attest \u2014 `gh release edit <tag> --draft=false` flips it to **published**, freezing it **with** the assets in place.\\n- **Cut procedure change:** push the git **tag only** (never `gh release create`), else goreleaser finds an already-immutable release and fails the same way.\\n\\n`goreleaser check` passes; both YAML files parse. v1.0.1 stay\"\n  }\n]\nChanged files:\n[\n  {\n    \"id\": \"github-pr-file-file-ce021492de367eb3\",\n    \"filename\": \".github/workflows/release.yml\",\n    \"label\": \"test_or_ci\",\n    \"status\": \"modified\",\n    \"additions\": 13,\n    \"deletions\": 0,\n    \"changes\": 13,\n    \"blob_url\": \"https://github.com/tsouza/cerberus/blob/51a1b62fe08d4ae12dff41ad75c60a8772adc6bc/.github%2Fworkflows%2Frelease.yml\"\n  },\n  {\n    \"id\": \"github-pr-file-file-cc8a80943145534f\",\n    \"filename\": \".goreleaser.yml\",\n    \"label\": \"source_or_other\",\n    \"status\": \"modified\",\n    \"additions\": 11,\n    \"deletions\": 1,\n    \"changes\": 12,\n    \"blob_url\": \"https://github.com/tsouza/cerberus/blob/51a1b62fe08d4ae12dff41ad75c60a8772adc6bc/.goreleaser.yml\"\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-0c40683a6a47e531", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383154, "scanner": "foundry_dataset", "fingerprint": "9ccbb1e739607bdab71ceacb9e30161635803e7981768a8f7b32ca216d2ca1e4", "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": "tsouza/cerberus#972", "human_labels": ["source_or_other", "test_ci_gap", "test_or_ci"], "issue_number": "972", "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": "tsouza/cerberus", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-6ba4edcd54732710", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "source_chain_kind": "issue_chain", "changed_file_count": 57, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"test_or_ci": 54, "source_or_other": 3}, "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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#972\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: tsouza/cerberus#972\nRepo: tsouza/cerberus\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: 57\nLabels: {'test_ci_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'test_or_ci': 54, 'source_or_other': 3}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-a592313367cfe947\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/972\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/972\\nTitle: test(integration): exotic PromQL suite with rich seed + from-scratch oracle\\nBody:\\n## What\\n\\nA new chDB-backed **exotic-PromQL integration suite** under `test/integration/promql/` (all `//go:build chdb`) that reuses the existing property-test machinery. It seeds **one** rich, fixed OTel fixture into an ephemeral chDB session, mounts the **real** `prom.Handler` behind `httptest`, and for every query in a hand-curated ~9-category exotic matrix asserts cerberus's lowered+executed SQL against the from-scratch oracle (`test/property/oracle/promql.Evaluate`) via `property.CompareOutcomes` (multiset, 1e-9 tol, NaN-equal, `__name__`-stripped).\\n\\n**No golden file, no `GOLDEN_UPDATE`** \u2014 expected results are computed at run time by the SUT-independent oracle, so a pass proves cerberus matches PromQL **semantics**, not that it reproduces a recording.\\n\\n## Why this layer (not e2e, not a roundtrip extension)\\n\\n- **chDB integ rig over e2e:** the in-process rig (one seed + N deterministic queries) runs in **~4s** \u2014 a viable per-PR gate \u2014\"\n  }\n]\nChanged files:\n[\n  {\n    \"id\": \"github-pr-file-file-32bd9044d70c9c7c\",\n    \"filename\": \".github/workflows/chdb.yml\",\n    \"label\": \"test_or_ci\",\n    \"status\": \"modified\",\n    \"additions\": 48,\n    \"deletions\": 0,\n    \"changes\": 48,\n    \"blob_url\": \"https://github.com/tsouza/cerberus/blob/3976e93f74bff9f9cf62b7869919395c0355f485/.github%2Fworkflows%2Fchdb.yml\"\n  },\n  {\n    \"id\": \"github-pr-file-file-4d6958812eca0871\",\n    \"filename\": \"compatibility/prometheus/cerberus-test-queries.yml\",\n    \"label\": \"source_or_other\",\n    \"status\": \"modified\",\n    \"additions\": 11,\n    \"deletions\": 0,\n    \"changes\": 11,\n    \"blob_url\": \"https://github.com/tsouza/cerberus/blob/3976e93f74bff9f9cf62b7869919395c03\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-c0ddb670d393a92e", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383153, "scanner": "foundry_dataset", "fingerprint": "26497ef6a10b6e6c07a62a43727c82bcfe102dffd7334cd2f11f12ca38962b49", "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": "tsouza/cerberus#970", "human_labels": ["test_ci_gap", "test_or_ci"], "issue_number": "970", "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": "tsouza/cerberus", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-fdc8c5b826cfda83", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "source_chain_kind": "issue_chain", "changed_file_count": 1, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"test_or_ci": 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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#970\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: tsouza/cerberus#970\nRepo: tsouza/cerberus\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: {'test_or_ci': 1}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-e82dd44d321703c1\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/970\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/970\\nTitle: test(e2e): raise cerberus memory limit (fix borderline OOM flake in dashboard-shard)\\nBody:\\nThe required `dashboard-shard` check intermittently red-crosses on an OOMKill (exit 137) at the 1536Mi e2e memory limit -- observed even when all 77 Playwright specs pass (job 82018516938). The limit's been bumped 4x already and is still borderline for the dashboard-smoke query_range sweep. Raise to 2560Mi + GOMEMLIMIT 2048MiB (80%) for honest headroom so the gate stops flaking. Shared `test/e2e/k3s/cerberus-values.yaml`, so this stabilizes every PR's dashboard-shard.\"\n  }\n]\nChanged files:\n[\n  {\n    \"id\": \"github-pr-file-file-8c207140228fd974\",\n    \"filename\": \"test/e2e/k3s/cerberus-values.yaml\",\n    \"label\": \"test_or_ci\",\n    \"status\": \"modified\",\n    \"additions\": 10,\n    \"deletions\": 8,\n    \"changes\": 18,\n    \"blob_url\": \"https://github.com/tsouza/cerberus/blob/430ea7856a8157cf28932b43c4e04daa093a5bb7/test%2Fe2e%2Fk3s%2Fcerberus-values.yaml\"\n  }\n]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-dac2e16661c3e697\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\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_verification\": 2, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 2, \"docs\": 6}\nHelicopter views: {\"graphs\": 2}\nBundle labels: {\"source_backed_fake_real_verification_bundle\": 1}\nCo-occu\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-6decb76572718a5f", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383152, "scanner": "foundry_dataset", "fingerprint": "8ea7a0967cc8d4a68fe10aaf494776f64421cb1f7414ff0f921d1f17e5f806cd", "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": "tsouza/cerberus#969", "human_labels": ["deployment_env_gap", "source_or_other", "test_or_ci"], "issue_number": "969", "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": "tsouza/cerberus", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-50b6d86e6f712c84", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "source_chain_kind": "issue_chain", "changed_file_count": 51, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"test_or_ci": 48, "source_or_other": 3}, "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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#969\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: tsouza/cerberus#969\nRepo: tsouza/cerberus\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: 51\nLabels: {'deployment_env_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'source_or_other': 3, 'test_or_ci': 48}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-96118670e99a5ddb\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"deployment_env_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/969\",\n    \"text\": \"GitHub feedback: deployment_env_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/969\\nTitle: fix(chsql): vector-join drops operand MetricName (fixes code-47 on rate()+rate())\\nBody:\\n## The production bug\\n\\nA Grafana panel running `topk(10, sum by(app_id)(rate(A[5m]) + rate(B[5m])))` failed at execution time against ClickHouse with **code 47** `Unknown expression identifier '_join_MetricName'`. The same break reproduces with the minimal `rate(a[5m]) + rate(b[5m])` -- any vector-vector binary op where at least one operand is a range-vector function (rate/irate/increase/delta). Plain `a + b` and `sum by(x)(a) + sum by(x)(b)` were fine.\\n\\n## Root cause\\n\\nThe per-side aggregation in `vectorJoinSideFrag` (internal/chsql/vector_join.go) projected the operand's `MetricName` (into `_join_MetricName`) and read its `TimeUnix` (`max(TimeUnix)` / `argMax(Value, TimeUnix)`), assuming every join operand materializes both columns. True for instant vector selectors (their LWR subquery projects `MetricName` + `TimeUnix`), but **false for an instant range-vector operand**: `emitWindowedArrayExtrapolated` projects only `[Attr\"\n  }\n]\nChanged files:\n[\n  {\n    \"id\": \"github-pr-file-file-9036f6039c34b2a8\",\n    \"filename\": \"compatibility/prometheus/cerberus-test-queries.yml\",\n    \"label\": \"source_or_other\",\n    \"status\": \"modified\",\n    \"additions\": 11,\n    \"deletions\": 0,\n    \"changes\": 11,\n    \"blob_url\": \"https://github.com/tsouza/cerberus/blob/8aecd03bc96ca75f4031404b53d53abc020877b0/compatibility%2Fprometheus%2Fcerberus-test-queries.yml\"\n  },\n  {\n    \"id\": \"github-pr-file-file-8ccb0bed4babb654\",\n    \"filename\": \"internal/chsql/vector_join.go\",\n    \"label\": \"source_or_other\",\n    \"status\": \"modified\",\n    \"additions\": 152,\n    \"deletions\": 13,\n    \"changes\": 165,\n    \"blob_url\": \"https://github.com/tsouza/c\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-5dc98c0d153bd622", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383151, "scanner": "foundry_dataset", "fingerprint": "50d04c5c1225c8d94a75ccdbc91cceb29a769274a12340a72a3d0a9c31490f49", "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": "tsouza/cerberus#968", "human_labels": ["docs_or_claims", "schema_or_data", "source_or_other", "test_ci_gap", "test_or_ci"], "issue_number": "968", "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": "tsouza/cerberus", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-1e68280f0b7cd568", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "source_chain_kind": "issue_chain", "changed_file_count": 7, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"test_or_ci": 1, "docs_or_claims": 2, "schema_or_data": 1, "source_or_other": 3}, "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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#968\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: tsouza/cerberus#968\nRepo: tsouza/cerberus\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: 7\nLabels: {'test_ci_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'source_or_other': 3, 'docs_or_claims': 2, 'test_or_ci': 1, 'schema_or_data': 1}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-966a8a9d3b86479e\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/968\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/968\\nTitle: feat(helm): expose the full CERBERUS_* config surface\\nBody:\\n## Goal\\n\\nGuarantee the cerberus Helm chart can express **every** `CERBERUS_*` config\\nknob the binary reads, with nothing unreachable from values, and clearly\\ndocument the full surface.\\n\\n## Audit (authoritative, from the binary)\\n\\nThe binary reads **89 distinct `CERBERUS_*` env vars**, defined as named\\nconstants across:\\n\\n- `internal/config/config.go` \u2014 connection / HTTP / pool / breaker /\\n  keepalive / compression / TLS / schema-TTL / OTLP / admit / log knobs.\\n- `internal/schema/env.go` \u2014 `CERBERUS_SCHEMA_*_TABLE`, `SCHEMA_TRACES_TS_LOOKUP`,\\n  `PROM_RESOURCE_LABELS`.\\n- `internal/solver/config_env.go` \u2014 `CERBERUS_EVAL_ROUTE`, `CERBERUS_SHARD_*`,\\n  `CERBERUS_SOLVER_TIMEOUT`.\\n\\n## Coverage classification\\n\\n**Already reachable (no gap):**\\n\\n- **Typed** \u2014 `clickhouse.*` (addr/db/user/proto/dial), `otlp.*`, `autoCreate.*`,\\n  `admit.*`, `schema.ttl`/`schema.replicated.*` + generic `schema.<KEY>`\\n  passthrough, `requirementsCheck`, `http.addr`, `logLevel`, `logFormat`.\\n- \"\n  }\n]\nChanged files:\n[\n  {\n    \"id\": \"github-pr-file-file-c8efcb5022696517\",\n    \"filename\": \"deploy/helm/cerberus/Chart.yaml\",\n    \"label\": \"source_or_other\",\n    \"status\": \"modified\",\n    \"additions\": 8,\n    \"deletions\": 8,\n    \"changes\": 16,\n    \"blob_url\": \"https://github.com/tsouza/cerberus/blob/027a64156b0851d2b74ce84b6a0cdf433770b7e9/deploy%2Fhelm%2Fcerberus%2FChart.yaml\"\n  },\n  {\n    \"id\": \"github-pr-file-file-98ecc065915c15fe\",\n    \"filename\": \"deploy/helm/cerberus/README.md\",\n    \"label\": \"docs_or_claims\",\n    \"status\": \"modified\",\n    \"additions\": 51,\n    \"deletions\": 6,\n    \"changes\": 57,\n    \"blob_url\": \"https://github.com/tso\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-e7c4902a08d75164", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383150, "scanner": "foundry_dataset", "fingerprint": "f4dc9a20a541c6f21818423a132f636a3008d553abc289239dc018e705572bd6", "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": "tsouza/cerberus#967", "human_labels": ["docs_or_claims", "runtime_failure", "source_or_other"], "issue_number": "967", "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": "tsouza/cerberus", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-885438c9967b4d0a", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "source_chain_kind": "issue_chain", "changed_file_count": 6, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"docs_or_claims": 1, "source_or_other": 5}, "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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#967\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: tsouza/cerberus#967\nRepo: tsouza/cerberus\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: {'runtime_failure': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'source_or_other': 5, 'docs_or_claims': 1}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-abda4be376e3835b\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"runtime_failure\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/967\",\n    \"text\": \"GitHub feedback: runtime_failure\\nPolarity: bad\\nKind: pull_request_body\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/967\\nTitle: fix(config): uniform boolean parsing (1/0/true/false) for ALL CERBERUS_* env\\nBody:\\n## Problem\\nA default \\\\`helm install\\\\` of the cerberus chart crash-looped: \\\\`load config: CERBERUS_ADMIT_PROM: invalid integer \\\"true\\\": strconv.Atoi: parsing \\\"true\\\"\\\\`. The \\\\`CERBERUS_ADMIT_{PROM,LOKI,TEMPO,DISABLED}\\\\` family was parsed as integers via \\\\`strconv.Atoi\\\\` (only \\\\`1\\\\`/\\\\`0\\\\`), while every other CERBERUS_* boolean already accepted \\\\`true\\\\`/\\\\`false\\\\`. The chart renders YAML bools, so it always crashed on a default install. (It merged red in #966 because the \\\\`dashboard\\\\` e2e lane wasn't a required check \u2014 fixed separately in branch protection.)\\n\\n## Fix - uniform boolean convention for ALL flags (not just ADMIT_*)\\nEvery boolean knob now accepts \\\\`1\\\\`/\\\\`0\\\\`/\\\\`true\\\\`/\\\\`false\\\\` (case-insensitive) through one shared \\\\`parseBool\\\\` (backed by \\\\`strconv.ParseBool\\\\`). Audited the full config surface - **all 18 boolean flags** route through a ParseBool-backed parser:\\n- **17** via \\\\`getBool -> parseBool\\\\`: the admit family, \\\\`AUTO_CREAT\"\n  }\n]\nChanged files:\n[\n  {\n    \"id\": \"github-pr-file-file-2229e09e001c5bd0\",\n    \"filename\": \"cmd/cerberus/main.go\",\n    \"label\": \"source_or_other\",\n    \"status\": \"modified\",\n    \"additions\": 38,\n    \"deletions\": 19,\n    \"changes\": 57,\n    \"blob_url\": \"https://github.com/tsouza/cerberus/blob/abe90d9096ebec59e13b804e10283cb32e40cdf8/cmd%2Fcerberus%2Fmain.go\"\n  },\n  {\n    \"id\": \"github-pr-file-file-d8ddcc258003e367\",\n    \"filename\": \"docs/configuration.md\",\n    \"label\": \"docs_or_claims\",\n    \"status\": \"modified\",\n    \"additions\": 18,\n    \"deletions\": 10,\n    \"changes\": 28,\n    \"blob_url\": \"https://github.com/tsouza/cerberus/blob/abe90d9096ebec59e13b804e1\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-639f7c37cacc116c", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383149, "scanner": "foundry_dataset", "fingerprint": "9fb1c3029894bde9e86a8fa9232efdf6cc6185be0250b081390d65714ed2b4df", "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": "tsouza/cerberus#966", "human_labels": ["api_or_backend", "docs_or_claims", "runtime_failure", "schema_or_data", "source_or_other", "test_or_ci"], "issue_number": "966", "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": "tsouza/cerberus", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-467fcb020ff3b761", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "source_chain_kind": "issue_chain", "changed_file_count": 27, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"test_or_ci": 11, "api_or_backend": 1, "docs_or_claims": 5, "schema_or_data": 1, "source_or_other": 9}, "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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#966\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: tsouza/cerberus#966\nRepo: tsouza/cerberus\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: 27\nLabels: {'runtime_failure': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'source_or_other': 9, 'test_or_ci': 11, 'docs_or_claims': 5, 'schema_or_data': 1, 'api_or_backend': 1}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-d627105d49218d10\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"runtime_failure\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/966\",\n    \"text\": \"GitHub feedback: runtime_failure\\nPolarity: bad\\nKind: pull_request_body\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/966\\nTitle: feat(helm): prod-HA typed values + ClickHouse co-location, and dogfood the chart in k3s e2e (chart 0.2.0)\\nBody:\\nTwo coupled changes: ship the chart's production-HA value surface (0.2.0), **and** make the k3d e2e deploy cerberus *via that chart* so it's exercised live on every run.\\n\\n## 1. Chart 0.2.0 \u2014 production-HA typed values\\n\\nPromotes four production knobs from the free-form `config` long-tail to first-class, schema-validated, helm-docs-documented **typed values**, plus a ClickHouse **co-location scheduling preset**. Chart `version` \u2192 `0.2.0` (appVersion stays `1.0.0` \u2014 values-contract change only).\\n\\n| Value | Env | Notes |\\n| --- | --- | --- |\\n| `schema.ttl` | `CERBERUS_SCHEMA_TTL` | e.g. `\\\"2w\\\"` |\\n| `schema.replicated.enabled` | `CERBERUS_SCHEMA_DATABASE_REPLICATED` | Replicated DB + `ReplicatedMergeTree` |\\n| `schema.replicated.zookeeperPath` | `CERBERUS_SCHEMA_DATABASE_REPLICATED_PATH` | must carry `{shard}`/`{replica}` |\\n| `prom.resourceLabels` | `CERBERUS_PROM_RESOURCE_LABELS` | comma-joined; **bounded allow\"\n  }\n]\nChanged files:\n[\n  {\n    \"id\": \"github-pr-file-file-5408e7a6a4ab6bce\",\n    \"filename\": \".github/scripts/e2e-cerberus-restart-gate.mjs\",\n    \"label\": \"source_or_other\",\n    \"status\": \"modified\",\n    \"additions\": 1,\n    \"deletions\": 1,\n    \"changes\": 2,\n    \"blob_url\": \"https://github.com/tsouza/cerberus/blob/4f19b3e1d44444ace72795c8f57f6c08a37eb061/.github%2Fscripts%2Fe2e-cerberus-restart-gate.mjs\"\n  },\n  {\n    \"id\": \"github-pr-file-file-316d524cf20169fb\",\n    \"filename\": \".github/workflows/e2e.yml\",\n    \"label\": \"test_or_ci\",\n    \"status\": \"modified\",\n    \"additions\": 13,\n    \"deletions\": 0,\n    \"changes\": 13,\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-243c44f2d14be566", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383148, "scanner": "foundry_dataset", "fingerprint": "fcb92b07459c85591ad41f07ecf8f16e9b58704d8b94ebf63903b8d43903e325", "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": "tsouza/cerberus#965", "human_labels": ["test_ci_gap", "test_or_ci"], "issue_number": "965", "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": "tsouza/cerberus", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-5a1b4c9acc7087cf", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "source_chain_kind": "issue_chain", "changed_file_count": 1, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"test_or_ci": 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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#965\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: tsouza/cerberus#965\nRepo: tsouza/cerberus\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: {'test_or_ci': 1}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-0ca4610be92a8f86\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/965\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/965\\nTitle: test(e2e): close the drilldown-apps init-race 400 double-blind (reconciler body capture)\\nBody:\\n## Root cause (orchestrated investigation of run 27706054210)\\n\\nThe `dashboard-shard (shard-smoke-b)` \u2192 `iterate-drilldown-apps` **400 Bad Request** flake is a **benign init-race**, not a cerberus bug:\\n\\n- The `grafana-exploretraces-app`, during its `PrimarySignal` `useEffect`, forwards a **dangling-operand** TraceQL query (`{ && ${filters}} | rate()`) on the service-graph metrics surface.\\n- Cerberus's Tempo head rejects it with `syntax error: unexpected &&` \u2014 a 400 that is **parity-correct with reference Tempo** (an unready replica would 503; an empty-data query returns 200-empty \u2014 neither is a structured syntax 400).\\n- The reconciler is *meant* to absorb this, but has a **double-blind hole** #955 left open: when **both** the forwarded request body (`req.postData()` empty at request-fire time) **and** cerberus's error body (`resp.text()` evicted by the rapid two-level drill navigation) are uncapturable, neither reconciler arm\"\n  }\n]\nChanged files:\n[\n  {\n    \"id\": \"github-pr-file-file-d900b8d2a185259c\",\n    \"filename\": \"test/e2e/playwright/iterate-drilldown-apps.spec.ts\",\n    \"label\": \"test_or_ci\",\n    \"status\": \"modified\",\n    \"additions\": 17,\n    \"deletions\": 4,\n    \"changes\": 21,\n    \"blob_url\": \"https://github.com/tsouza/cerberus/blob/74b1b9e443f21468217cb610cc42471047b4ca30/test%2Fe2e%2Fplaywright%2Fiterate-drilldown-apps.spec.ts\"\n  }\n]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-138c7501800cf7b5\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\":\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-fa16057999c08a59", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383147, "scanner": "foundry_dataset", "fingerprint": "c1c847456da9abc1d1eeb742555dada15d858c60e736f56e0aae0ed721af9c59", "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": "tsouza/cerberus#964", "human_labels": ["runtime_failure", "test_or_ci"], "issue_number": "964", "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": "tsouza/cerberus", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-152d834dffda8aea", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "source_chain_kind": "issue_chain", "changed_file_count": 1, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"test_or_ci": 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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#964\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: tsouza/cerberus#964\nRepo: tsouza/cerberus\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: {'runtime_failure': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'test_or_ci': 1}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-9634d7a2165b294c\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"runtime_failure\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/964\",\n    \"text\": \"GitHub feedback: runtime_failure\\nPolarity: bad\\nKind: pull_request_body\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/964\\nTitle: fix(helm): make chart-validate gateable + fix kubeconform install\\nBody:\\nFollow-up: #963 merged with `chart-validate` **red**, because it was path-filtered and therefore can never be a required check \u2014 so a broken chart CI sailed through onto main. Two fixes:\\n\\n## 1. Make `chart-validate` actually gateable\\nRuns on **every** PR now, with a `dorny/paths-filter` short-circuit: the heavy steps (helm lint, helm-docs drift, kubeconform, ct lint) are gated on `changes.chart`, so a non-chart PR is a fast green no-op and the job **reports a result on every PR**. That means `chart-validate` can be added to branch protection's required checks and will actually gate chart changes \u2014 a path-filtered workflow never can.\\n\\n> **Maintainer step:** after this merges, add `chart-validate` to the required status checks on `main` to enforce it. (Want me to do that via the API on your OK?)\\n\\n## 2. Fix the kubeconform install (the actual red)\\n`taiki-e/install-action` doesn't have kubeconform **0.8.0** in its manifest yet (it's days old, need\"\n  }\n]\nChanged files:\n[\n  {\n    \"id\": \"github-pr-file-file-a4954c198504873f\",\n    \"filename\": \".github/workflows/chart-ci.yml\",\n    \"label\": \"test_or_ci\",\n    \"status\": \"modified\",\n    \"additions\": 48,\n    \"deletions\": 24,\n    \"changes\": 72,\n    \"blob_url\": \"https://github.com/tsouza/cerberus/blob/b378663a05f2c3fd014dca1035dca4188dda2e18/.github%2Fworkflows%2Fchart-ci.yml\"\n  }\n]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-ac031441cb049214\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\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\"\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-172ca6947baaf8a5", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383146, "scanner": "foundry_dataset", "fingerprint": "8f2b98c921f2e781fa0c5a96bbc9db60dd5b4b77210bdac75c353743454a5183", "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": "tsouza/cerberus#962", "human_labels": ["docs_or_claims", "schema_or_data", "security_or_auth", "source_or_other", "test_ci_gap", "test_or_ci"], "issue_number": "962", "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": "tsouza/cerberus", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-81c4947b212258be", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "source_chain_kind": "issue_chain", "changed_file_count": 29, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"test_or_ci": 5, "docs_or_claims": 5, "schema_or_data": 1, "source_or_other": 17, "security_or_auth": 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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#962\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: tsouza/cerberus#962\nRepo: tsouza/cerberus\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: 29\nLabels: {'test_ci_gap': 2}\nPolarities: {'bad': 2}\nChanged file labels: {'docs_or_claims': 5, 'source_or_other': 17, 'test_or_ci': 5, 'security_or_auth': 1, 'schema_or_data': 1}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-9c01603e2591b07a\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/962\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/962\\nTitle: feat(helm): publishable cerberus Helm chart + OCI release pipeline\\nBody:\\n## What\\n\\nA professional, flexible Helm chart for the stateless cerberus gateway at `deploy/helm/cerberus/`, plus a supply-chain-grade publish pipeline. Built and reviewed via multi-agent orchestration (research \u2192 spec \u2192 build+validate \u2192 adversarial review); the review's must-fixes are folded in.\\n\\n## Chart \u2014 validated\\n\\n`helm lint` clean; `kubeconform -strict` valid for defaults **and** the ingress/hpa/pdb/networkpolicy/tls/existing-secret fixtures (4\u20139 resources each). Templates: Deployment, Service, ServiceAccount, ConfigMap, Secret, Ingress, HPA, PDB, NetworkPolicy, `_helpers`, NOTES, `values.schema.json`, helm-docs README.\\n\\n- **Secure by default**: distroless nonroot (uid 65532), `readOnlyRootFilesystem`, drop ALL caps, no priv-escalation, seccomp `RuntimeDefault`.\\n- **100% flexible**: typed `clickhouse`/`otlp`/`autoCreate`/`admit`/`schema`/`http` blocks \u2192 canonical `CERBERUS_*` env; CH password via `existingSecret` (or a chart Secret); CH TLS \"\n  },\n  {\n    \"id\": \"github-feedback-comment-42ba993b3ebbf7d4\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/962#issuecomment-4732841300\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: tsouza/cerberus\\nAuthor: gitguardian[bot] (Bot)\\nURL: https://github.com/tsouza/cerberus/pull/962#issuecomment-4732841300\\nTitle: \\nBody:\\n#### \u26a0\ufe0f GitGuardian has uncovered 1 secret following the scan of your pull request.\\n\\nPlease consider investigating the findings and remediating the incidents. Failure to do so may lead t\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-ce237b21adfa197d", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383145, "scanner": "foundry_dataset", "fingerprint": "3df2a4a51ca2c06feedcea87451ccc2ca4fbd6c3278cf8b8d76dc128846e56f7", "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": "tsouza/cerberus#959", "human_labels": ["docs_or_claims", "security_auth_secret"], "issue_number": "959", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "tsouza/cerberus", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-da88d756cea3cdda", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "source_chain_kind": "issue_chain", "changed_file_count": 4, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"docs_or_claims": 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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#959\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: tsouza/cerberus#959\nRepo: tsouza/cerberus\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: 4\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'docs_or_claims': 4}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-f9ed9e0a373d2a68\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/959\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: pull_request_body\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/959\\nTitle: docs: prepare 1.0.0 GA \u2014 flip experimental framing, reconcile CHANGELOG, scrub CLAUDE.md\\nBody:\\n## What\\n\\nPublic-facing prep to cut **v1.0.0 GA**. Maintainer call: the project is good enough for GA. Docs-only; no code change.\\n\\n- **README** \u2014 replace the `EXPERIMENTAL / NOT-PRODUCTION-READY` warning with a `[!NOTE]` stating the 1.0 wire-API compatibility contract + semver going forward. Keeps the honest \\\"young, actively-developed, evaluate against your own corpus\\\" line and the TraceQL-is-the-lightest-leg caveat. No rc version string, no \\\"expect breaking changes\\\". (Tone per maintainer: *stable 1.0, honestly young*.)\\n- **SECURITY** \u2014 drop the `pre-1.0` framing; supported surface is the latest tagged release, widening to N-1 as the 1.x line grows.\\n- **CHANGELOG** \u2014 add the `[v1.0.0]` GA entry (capabilities at 1.0, the wire-API stability statement, the notable changes across rc.2\u2192rc.10, honest known-limitations). **Reconcile to the actually-published tags:** the old headings/links named `v1.0.0-RC1` and `v0.1.0` \u2014 *\"\n  }\n]\nChanged files:\n[\n  {\n    \"id\": \"github-pr-file-file-e66d170094ea476b\",\n    \"filename\": \"CHANGELOG.md\",\n    \"label\": \"docs_or_claims\",\n    \"status\": \"modified\",\n    \"additions\": 101,\n    \"deletions\": 11,\n    \"changes\": 112,\n    \"blob_url\": \"https://github.com/tsouza/cerberus/blob/d6c5b03ed1a6dcf8c2da820424290ada2df78f63/CHANGELOG.md\"\n  },\n  {\n    \"id\": \"github-pr-file-file-2c2747f4056d53ab\",\n    \"filename\": \"CLAUDE.md\",\n    \"label\": \"docs_or_claims\",\n    \"status\": \"modified\",\n    \"additions\": 0,\n    \"deletions\": 9,\n    \"changes\": 9,\n    \"blob_url\": \"https://github.com/tsouza/cerberus/blob/d6c5b03ed1a6dcf8c2da820424290ada2df78f63/CLAUDE.md\"\n  },\n  {\n    \"id\": \"github-pr-file-file-9ac323d24d6a6f0\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-7428cd619e31e7d2", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383144, "scanner": "foundry_dataset", "fingerprint": "9fca3e414b1dc94cf46a067eff74927e99c8473439c92790b8de7f94d1b925b1", "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": "tsouza/cerberus#957", "human_labels": ["security_auth_secret"], "issue_number": "957", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "tsouza/cerberus", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-4cf5359c3154386d", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#957\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: tsouza/cerberus#957\nRepo: tsouza/cerberus\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-769c90d54ebbfb39\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/957\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: pull_request_body\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/957\\nTitle: docs: de-stale README rc framing + verify quickstart for launch readiness\\nBody:\\n## What\\n\\nSmall doc/framing fixes to make the project presentation honest and self-consistent ahead of a wider audience:\\n\\n- **README EXPERIMENTAL warning** pinned `v1.0.0-rc.1`, but releases have moved through `rc.9`. A reader cross-checking the [releases page](https://github.com/tsouza/cerberus/releases) saw a contradiction. Reframed as the `v1.0.0-rc.*` release-candidate stage and linked the releases page for the current tag instead of hard-coding one \u2014 so it never goes stale again.\\n- **compose header comment** said `Grafana (admin/admin)`; the stack actually uses anonymous auto-login as Admin (no prompt). Aligned the comment.\\n\\n## Verification\\n\\nBooted the published quickstart end-to-end from a cold state on this branch:\\n\\n- `docker compose down -v` then `docker compose up --wait` (builds cerberus from source): **all five services healthy in ~2m25s**.\\n- **PromQL** instant (`up`) and range (`sum(rate(http_server_request_duration_cou\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-46181f0908a4dd5b\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\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_verification\": 2, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_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/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-73480c61d0af738c", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383143, "scanner": "foundry_dataset", "fingerprint": "7c2851c01a25809c389d599bce2671f0c19e4d3d4494f723b227fa5cd28bb540", "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": "tsouza/cerberus#956", "human_labels": ["test_ci_gap"], "issue_number": "956", "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": "tsouza/cerberus", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-96e29c5b13cd2e5b", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#956\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: tsouza/cerberus#956\nRepo: tsouza/cerberus\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: 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`query_range` was unaffected.\\n\\n### Root cause (multi-agent root-caused + chDB-reproduced)\\nThe instant range-vector window anchored its `(T-range, T]` bound to ClickHouse **`now64(9)`** (SQL-execution wall-clock) instead of the requested **`time=T`** \u2014 so every instant query silently evaluated as `time=serverNow`, the window became `(serverNow-range, serverNow]`, and at eval instants ~60\u201390s old over a 60s-scraped DELTA series it missed all data \u2192 empty (and drifted run-to-run \u2192 intermittent). `RangeWindow.End` was left **zero** on the instant path, and \"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-78c5f753ddbb3f8c\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\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_verification\": 2, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 2, \"docs\": 6}\nHelicopter\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-d10eec7e1c242a87", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383142, "scanner": "foundry_dataset", "fingerprint": "0cad1c9720cf5fd048c17731c481525e16012329767fcbeeb5724a23f5ecb925", "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": "tsouza/cerberus#955", "human_labels": ["test_ci_gap"], "issue_number": "955", "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": "tsouza/cerberus", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-532204320fd28049", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#955\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: tsouza/cerberus#955\nRepo: tsouza/cerberus\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-2969433cc69e132f\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/955\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/955\\nTitle: test(e2e): de-flake Traces-Drilldown init-race reconciler \u2014 capture ds/query body at request time\\nBody:\\nThe k3d `dashboard` lane (gated by the rc release-preflight) flaked on `iterate-drilldown-apps.spec.ts:91` after #954 merged \u2014 `grafana-exploretraces-app` primarySignal-init-race 400 (#115/#934 class).\\n\\n**Root cause (not a cerberus bug):** during the app's primarySignal `useEffect`, the spanset is momentarily empty, so it forwards a dangling-operand TraceQL (`{ && \u2026} | rate()`) that cerberus **correctly** 400s (reference Tempo rejects the identical syntax). The spec's reconciler recognises this benign init-race by matching the dangling-`&&` shape in the forwarded ds/query body \u2014 but it read that body from `resp.request().postData()` at **response** time, which Playwright intermittently returns empty once the rapid two-level drill has navigated away and released the request's post buffer. That navigation is exactly when the transient 400 lands, so on those runs the reconciler had **neither** a readable request body *\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-add161ef93a59e60\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\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_verification\": 2, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 2, \"docs\": 6}\nHelicopter v\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-6b41045b54133839", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383141, "scanner": "foundry_dataset", "fingerprint": "4f11b76e47d3f9565d4ad44a9c6855ef805108988fe40a7958375f2a37ce5848", "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": "tsouza/cerberus#954", "human_labels": ["data_schema_persistence"], "issue_number": "954", "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": "tsouza/cerberus", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-60ba8bc2c1560665", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#954\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: tsouza/cerberus#954\nRepo: tsouza/cerberus\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: {'data_schema_persistence': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-94670cfe0a4386d9\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"data_schema_persistence\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/954\",\n    \"text\": \"GitHub feedback: data_schema_persistence\\nPolarity: bad\\nKind: pull_request_body\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/954\\nTitle: fix(prom): histogram_quantile sum_over_time, range/scalar, slash-name resolution (rc.7 GCP)\\nBody:\\nBattle-testing **v1.0.0-rc.7** against production GCP Cloud Monitoring metrics surfaced four query-translation issues. This fixes three at the source and pins the fourth as correct behaviour. Regression coverage spans unit + spec(TXTAR) + chDB-roundtrip layers.\\n\\n### Issue B \u2014 `histogram_quantile(...)` empty\\n`matchHistogramAggIdiom` only recognised `rate`/`increase` as the inner `[sum by(le)] <fn>(metric_bucket[range])` aggregation, so `sum_over_time` fell through to the non-bucket fallback (`Filter(input,false)`) \u2192 empty. `histogram_quantile` is **scale-invariant** (it interpolates cumulative-count *ratios*), and `sum_over_time` is the canonical aggregation for DELTA-temporality histograms \u2014 the idiom now accepts it. Fixture: `histogram_quantile_over_sum_over_time_bucket.txtar` (chDB p99=1).\\n\\n### Issue C \u2014 aggregated/bare range-vector \u00f7 scalar empty\\nAn instant `RangeWindow` emits only `(Attributes, Value)`, bu\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-d44a25c5bcbb35e2\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\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_verification\": 2, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_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/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-609cc14d85e7cc67", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383140, "scanner": "foundry_dataset", "fingerprint": "7b1839a9f5196d1b9a56633753ad9c896a1cf4e9c4e347e94464313200c90000", "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": "tsouza/cerberus#953", "human_labels": ["data_schema_persistence"], "issue_number": "953", "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": "tsouza/cerberus", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-ac0c088556a8477a", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#953\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: tsouza/cerberus#953\nRepo: tsouza/cerberus\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: {'data_schema_persistence': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-59666c877ba38274\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"data_schema_persistence\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/953\",\n    \"text\": \"GitHub feedback: data_schema_persistence\\nPolarity: bad\\nKind: pull_request_body\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/953\\nTitle: fix(promql): resolve standalone _sum/_count gauges instead of returning 0 series\\nBody:\\n## Bug (schema report, 2026-06-16)\\n\\nA gauge whose `MetricName` ends in `_sum` (or `_count`) returned **0 series** from the Prometheus query API even though its rows are in `otel_metrics_gauge`. Found wiring **yace** (yet-another-cloudwatch-exporter) \u2192 OTel \u2192 ClickHouse: yace emits each CloudWatch statistic as a name suffix \u2014 `aws_applicationelb_request_count_sum`, `*_average`, `*_p99` \u2014 all plain gauges. Every Sum-stat metric was invisible (request-rate / error-rate panels on the AWS load-balancer dashboard empty); `_average` / `_p99` worked. Shipped in **rc.5**.\\n\\n## Root cause\\n\\nThe PromQL\u2192CH name resolution routed a `_count`/`_sum` suffix **exclusively** to the histogram-companion (bare-name `Count`/`Sum` columns) + sum (suffixed) tables, and **never scanned the gauge table** where a standalone `<x>_sum` gauge lives. The suffix over-drove metric-type inference.\\n\\n## Fix\\n\\nUnion across **all** physical layouts the suffixed\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-b669c3e7d1bf14d9\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\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_verification\": 2, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_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/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-f53105b1874b6d4e", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383139, "scanner": "foundry_dataset", "fingerprint": "2279d10a09ba452c85a340b6b29903ee626035cec85fc88344eb6dd9e57f45f4", "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": "tsouza/cerberus#952", "human_labels": ["test_ci_gap"], "issue_number": "952", "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": "tsouza/cerberus", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-8f39e7ef17195b97", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#952\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: tsouza/cerberus#952\nRepo: tsouza/cerberus\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-db640f778552259d\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/952\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/952\\nTitle: fix(e2e): gateway init must authenticate to ClickHouse (unbreak dashboard lane)\\nBody:\\n**Hotfix for #951.** My #82 gateway initContainer probed ClickHouse **unauthenticated** (`wget http://clickhouse:8123/?query=SELECT+1`). CH runs with `CLICKHOUSE_USER=cerberus`/`CLICKHOUSE_PASSWORD=cerberus`, which **locks down the default user** \u2014 so the probe is rejected, the `until` loop never sees `1`, and the initContainer **hangs forever** \u2192 gateway stuck `Init:0/1` \u2192 `e2e-up` times out on the gateway Deployment (Justfile:491) \u2192 the whole k3d dashboard lane fails (main push run 27618204432, post-#951).\\n\\nIt passed in a warm local k3d by luck (default-user timing) but hangs on a cold CI cluster \u2014 the exact local-vs-CI gap I should have caught.\\n\\n## Fix\\n\\nProbe with `clickhouse-client` over the **native 9000 protocol, authenticated** as the cerberus user \u2014 the exact path the clickhouseexporter's `create database` takes, so a green probe proves the exporter's first `Start()` will succeed. Authenticating (rather than relying on the de\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-db84dfe07318d0f1\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\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_verification\": 2, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 2, \"docs\": 6}\nHelicopt\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-5f6257211e697f05", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383138, "scanner": "foundry_dataset", "fingerprint": "b500e01b542f3a4cdabd7bd1c1008ddd70a05734c21c1e863159c67a76bac97f", "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": "tsouza/cerberus#949", "human_labels": ["deployment_env_gap", "test_ci_gap"], "issue_number": "949", "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": "tsouza/cerberus", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-01878f47603ac0f6", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#949\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: tsouza/cerberus#949\nRepo: tsouza/cerberus\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: 0\nLabels: {'test_ci_gap': 1, 'deployment_env_gap': 1}\nPolarities: {'bad': 2}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-a781c202bb848aaa\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/949\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/949\\nTitle: perf(prom): bound resource-attr query memory + e2e OOM diagnostics\\nBody:\\nNightly e2e on the rc.5 commit failed at \\\"Assert zero cerberus restarts\\\": cerberus was **OOMKilled** (2 restarts). Deep-investigated \u2014 a **real, bounded memory regression** from #947, not a flake.\\n\\n## Root cause (profiled)\\nThe rc.5 merge `mapUpdate(sanitize(ResourceAttributes), sanitize(Attributes))` lowers as a Project **directly above the Scan leaf**, so ClickHouse materializes a sanitized-merged `Map` per scanned row and cerberus decodes the larger map per result row. Measured (chDB full handler stack, 7 resource keys): **2.36MB vs 1.43MB/op (~+65% heap)**. Dominant allocators: per-row `NormalizeLabelMap` + `CanonicalKey` + `WithMetricName`. **Bounded per-query (no leak)** \u2014 but the amplification under concurrent dashboard load tipped the 1Gi pod into OOM, and implies a production memory cost.\\n\\n## Fix\\n- **Optimised the avoidable transient:** the cursor stamps each `Sample` with a reflect-free `SeriesID`; the prom matrix/vector pivots **memoise\"\n  },\n  {\n    \"id\": \"github-feedback-comment-1b77c311d64f592e\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"deployment_env_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/949#issuecomment-4717232486\",\n    \"text\": \"GitHub feedback: deployment_env_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/949#issuecomment-4717232486\\nTitle: \\nBody:\\n## Follow-up fix: cross-shard SeriesID aliasing (was: 136 prometheus-compat diffs)\\n\\nThe label memo added here trusts `SeriesID` as a per-cursor series identity. The chclient `rowsCursor` upholds that, but the solver's composed `shardCursor` (route B) did **not*\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-593dfc4aa799d090", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383137, "scanner": "foundry_dataset", "fingerprint": "f9779117936d166d8c0fa2ce1b30723a1344d4d75e61dbd31818fa28bb16b664", "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": "tsouza/cerberus#947", "human_labels": ["api_integration_gap"], "issue_number": "947", "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": "tsouza/cerberus", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-edbea42cb186424b", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#947\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: tsouza/cerberus#947\nRepo: tsouza/cerberus\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-0decf1eafe54823a\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/947\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/947\\nTitle: feat(prom): project OTel ResourceAttributes as Prometheus labels\\nBody:\\n## Production gap (report \u00a78, post-rc.4)\\n\\ncerberus's Prometheus head projected the metric-level `Attributes` map as labels but **not** the `ResourceAttributes` map. With a real fleet OTel daemon stamping `k8s.namespace.name` / `deployment.environment.name` / `k8s.pod.name` / `k8s.cluster.name`, the metrics were **not filterable by env/namespace/pod/cluster** \u2014 `/api/v1/query?query=<metric>` returned series whose only labels were `__name__` + metric attributes, and `/labels` / `/label_values` omitted every resource attribute. The data was in ClickHouse; cerberus just didn't surface it.\\n\\n## What this does\\n\\nPromotes **every** OTel `ResourceAttributes` key as a Prometheus label by default, across every Prom read surface in lock-step \u2014 bare selector, `sum`/`avg by(...)`/`without(...)`, the matcher `WHERE`, `/api/v1/series`, `/api/v1/labels`, `/api/v1/label/<name>/values`. `container_cpu_usage{k8s_namespace_name=\\\"prod\\\"}` just works.\\n\\n- **Sanitiza\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-aa02b164cad24ff2\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\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_verification\": 2, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 2,\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-7b5daaa3aa23b925", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383136, "scanner": "foundry_dataset", "fingerprint": "15d6ce2ff558a26de4dbafd61fac2f39aade53448b7b310f3ec81d412171bc32", "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": "tsouza/cerberus#946", "human_labels": ["test_ci_gap"], "issue_number": "946", "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": "tsouza/cerberus", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-8a58612b06974550", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#946\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: tsouza/cerberus#946\nRepo: tsouza/cerberus\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-f988eb5d39077755\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/946\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/946\\nTitle: test(e2e): reconcile Traces Drilldown primarySignal-init race in drilldown-apps sweep\\nBody:\\n## The flake\\n\\n`iterate-drilldown-apps.spec.ts:86` flaked on the `dashboard` lane (run [27579238973](https://github.com/tsouza/cerberus/actions/runs/27579238973)) \u2014 \u2718 attempt 1, \u2713 retry #1 (Playwright: *1 flaky, 189 passed, 0 failed*; the zero-flake gate turns that into a job FAILURE).\\n\\n**Root cause (not a cerberus bug, not task #82):** the Grafana **Traces Drilldown** app (`grafana-exploretraces-app`) applies its `primarySignal` default inside a React `useEffect`. During the initial-load / rapid-drill window it transiently forwards a **dangling-operand TraceQL** (`{ && <filters>} | rate()`, seen in the log as `var-primarySignal=nestedSetParent%3C0`). That's a genuine TraceQL syntax error \u2014 cerberus 400s it, **exactly as reference Tempo does** (`status_source=downstream`). The 400 fires on every run but only lands inside the spec's capture window intermittently \u2192 flaky. It surfaces on **two** of the spec's rule-checks: the wire \"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-40b7aad9f9d162f6\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\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_verification\": 2, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 2, \"docs\": 6}\nHelicopter\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-724c5d2788b318ad", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383135, "scanner": "foundry_dataset", "fingerprint": "157c7ffa1de1f70db675c3f3d5550c3447abae3e7b7272d02434b37af9a08fd3", "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": "tsouza/cerberus#945", "human_labels": ["test_ci_gap"], "issue_number": "945", "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": "tsouza/cerberus", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-ac3a4765218cb31e", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#945\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: tsouza/cerberus#945\nRepo: tsouza/cerberus\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-c4fa1fea1e5286f7\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/945\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/945\\nTitle: fix(ddl): emit BARE ReplicatedMergeTree under a Replicated database\\nBody:\\n## Production bug (rc.4 target)\\n\\nThe squid-prod relay (\u00a77 of the schema report) found that rc.3's Replicated-database fix was **still wrong**: it emitted the table engine **with explicit args** \u2014\\n\\n```sql\\nENGINE = ReplicatedMergeTree('/clickhouse/tables/{uuid}/{shard}', '{replica}')\\n```\\n\\n\u2014 which ClickHouse **rejects** inside a Replicated database:\\n\\n> code 36: It's not allowed to specify explicit zookeeper_path and replica_name for ReplicatedMergeTree arguments in Replicated database\u2026 (`database_replicated_allow_replicated_engine_arguments` defaults to `0` on the cluster).\\n\\nInside a Replicated database the engine takes **no arguments** \u2014 the path/replica come from the database's own `Replicated('\u2026','{shard}','{replica}')` coordinates plus the server's `default_replica_path` / `default_replica_name`. The tables were never created on the production cluster.\\n\\n## Fix\\n\\nThe two replication modes need **different** engine forms:\\n\\n| Mode | Engine form |\\n|\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-2901cc2acc024856\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\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_verification\": 2, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 2, \"docs\"\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-ea4321851b2158b7", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383134, "scanner": "foundry_dataset", "fingerprint": "20e6d1ef4a2498d1e48af47e95aed56bffaa8d4c5f2eef00de4e28689a898553", "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": "tsouza/cerberus#943", "human_labels": ["test_ci_gap"], "issue_number": "943", "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": "tsouza/cerberus", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-dcccb11a5ac5b866", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#943\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: tsouza/cerberus#943\nRepo: tsouza/cerberus\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-c0311521ecfb7a71\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/943\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/943\\nTitle: fix(ddl): create the database over a bootstrap connection to `default` (+ AUTO_CREATE_DATABASE gate)\\nBody:\\n## Production bug (squid-prod)\\n\\n```\\nWARN auto-create schema retry failed err=\\\"ddl: create database otel: code: 81, message: Database otel does not exist\\\"\\n```\\n\\n**Root cause \u2014 chicken-and-egg.** cerberus connects with `Auth.Database = CERBERUS_CH_DATABASE` (`otel`), so the session's *current* database is the very one being created. ClickHouse rejects **every** statement (even `CREATE DATABASE`) on a session whose default database is absent (code 81). The rc.2 fix (#939) emitted correct SQL but ran it on the wrong connection; its integration test masked this by connecting with `Auth.Database=default`. Reproduced:\\n\\n```\\n$ clickhouse-client --database otel -q \\\"CREATE DATABASE IF NOT EXISTS otel\\\"   \u2192 Code 81\\n$ clickhouse-client --database default -q \\\"CREATE DATABASE IF NOT EXISTS otel\\\" \u2192 OK\\n$ clickhouse-client --database default -q \\\"CREATE TABLE otel.x ...\\\"            \u2192 OK\\n```\\n\\n## Fix\\n\\nThe auto-create hook runs its DDL \"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-d36af830a3317a5b\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\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_verification\": 2, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 2, \"\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-69e729297c017818", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383133, "scanner": "foundry_dataset", "fingerprint": "b3250d2bd6f5bff05c25ccfeed6df9820ae982868870dd3ccfd327a0f54930f1", "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": "tsouza/cerberus#942", "human_labels": ["data_schema_persistence"], "issue_number": "942", "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": "tsouza/cerberus", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-2dec2e56e25fa13c", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#942\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: tsouza/cerberus#942\nRepo: tsouza/cerberus\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: {'data_schema_persistence': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-5533e38b1e934bc8\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"data_schema_persistence\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/942\",\n    \"text\": \"GitHub feedback: data_schema_persistence\\nPolarity: bad\\nKind: pull_request_body\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/942\\nTitle: feat(config): accept Prometheus duration syntax for schema TTL (90d/2w/1y)\\nBody:\\nFollow-up to #941. The `CERBERUS_SCHEMA_TTL*` retention knobs used Go's `time.ParseDuration`, which **caps at hours** ([by design](https://github.com/golang/go/issues/17767)) \u2014 so a 90-day retention had to be written `2160h`, not `90d`.\\n\\n## Change\\n\\nSwitch the TTL knobs (and only those) to **`github.com/prometheus/common/model.ParseDuration`**:\\n- Already a **direct dependency** (`prometheus/common v0.68.1`) \u2014 no new module.\\n- The exact retention syntax operators already type in Prometheus/Grafana: `90d`, `2w`, `1y`.\\n- A **superset** of `time.ParseDuration`, so existing `2160h` values keep working (verified).\\n- The other `CERBERUS_*_TIMEOUT` durations keep `time.ParseDuration` (sub-hour, no need).\\n\\n`chsql.ttlInterval` gains a **week bucket**, so a whole number of weeks renders as the coarsest exact ClickHouse interval `toIntervalWeek(N)` (`2w` \u2192 `toIntervalWeek(2)`); `90d` isn't a whole week so it stays `toIntervalDay(90)`.\\n\\n## \"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-5c43b5423ab80fc0\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\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_verification\": 2, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_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/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-4a74e3a9f6bbb8b0", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383132, "scanner": "foundry_dataset", "fingerprint": "86bd41538154f187341a9ce3b2355291be7389a2b6025040c68097def1a78933", "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": "tsouza/cerberus#941", "human_labels": ["data_schema_persistence"], "issue_number": "941", "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": "tsouza/cerberus", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-77573bb1f8cd47e7", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#941\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: tsouza/cerberus#941\nRepo: tsouza/cerberus\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: {'data_schema_persistence': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-6aed3671bd68b833\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"data_schema_persistence\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/941\",\n    \"text\": \"GitHub feedback: data_schema_persistence\\nPolarity: bad\\nKind: pull_request_body\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/941\\nTitle: feat(config): wire CERBERUS_SCHEMA_* auto-create knobs + per-signal TTL\\nBody:\\nFollow-up to #940 (the typed DDL builder + Replicated capability). That PR added the typed parameterisation; this one makes it reachable by operators and documents it.\\n\\n## Operator config (`CERBERUS_SCHEMA_*`)\\n\\n`CERBERUS_AUTO_CREATE_SCHEMA` now honours a `SchemaProvisioning` block instead of only the database name:\\n\\n- `CERBERUS_SCHEMA_CLUSTER` \u2192 `ON CLUSTER` (classic distributed DDL)\\n- `CERBERUS_SCHEMA_TABLE_ENGINE` \u2192 table engine override\\n- `CERBERUS_SCHEMA_DATABASE_REPLICATED` (+ `_PATH`/`_SHARD`/`_REPLICA`) \u2192 `ENGINE = Replicated(...)` (the squid-style clustered shape: DDL auto-replicates, `MergeTree` auto-converts, no `ON CLUSTER`)\\n- **Table names are threaded** from the same resolved `Schema`/`Logs`/`Traces` structs the query heads read \u2014 so a `CERBERUS_SCHEMA_*_TABLE` override now creates **and** queries the same table (fixes a latent divergence where auto-create used the upstream defaults regardless of the override).\\n\\n## P\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-30f816a4048579b0\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\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_verification\": 2, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_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/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-a263f880140b9f28", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383131, "scanner": "foundry_dataset", "fingerprint": "6254c2f50d9c5b7d3cde9d7b600f374a99fc138fceec0fb894b514977be495ac", "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": "tsouza/cerberus#94", "human_labels": ["human_feedback_general"], "issue_number": "94", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.794, "repo_full_name": "tsouza/cerberus", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-3778091776c6e466", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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"], "linked_ci_commit_count": 0, "verification_artifact_count": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#94\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: tsouza/cerberus#94\nRepo: tsouza/cerberus\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 3\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-b5f387053bb747db\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/94#issuecomment-4435060579\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/94#issuecomment-4435060579\\nTitle: \\nBody:\\nSuperseded by PR 104 which was stacked on this branch and merged first, bringing all the wrap-projection-derived-plans changes along.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-79fd17a797878ead\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\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_verification\": 2, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 2, \"docs\": 6}\nHelicopter views: {\"graphs\": 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/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-01a568a3a0b42934", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383130, "scanner": "foundry_dataset", "fingerprint": "5fc975dde28a3695cd38ab2f1f94fc4ff2167960eafd89b92ab2876ddb94f793", "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": "tsouza/cerberus#939", "human_labels": ["runtime_failure"], "issue_number": "939", "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": "tsouza/cerberus", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-0550a9197b1dce3c", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#939\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: tsouza/cerberus#939\nRepo: tsouza/cerberus\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-237107bcc3d7b2ca\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"runtime_failure\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/939\",\n    \"text\": \"GitHub feedback: runtime_failure\\nPolarity: bad\\nKind: pull_request_body\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/939\\nTitle: fix: cold-cluster boot \u2014 REQUIREMENTS_CHECK no longer fatally exits on a missing database; AUTO_CREATE_SCHEMA creates it\\nBody:\\n## The bug (reported against v1.0.0-rc.1)\\n\\nA deployment on a clean ClickHouse hit **`Database otel does not exist`** and cerberus **exited at boot**.\\n\\n### Root cause \u2014 the core issue: REQUIREMENTS_CHECK fatally exits on a missing database\\n\\nThe CH connection carries the configured database as its **session default**\\n(`Auth.Database` from `CERBERUS_CH_DATABASE`). On a cold cluster that database\\ndoesn't exist yet \u2014 so even the requirements check's first probe, `SELECT\\nversion()`, fails with **`Code: 81 UNKNOWN_DATABASE`**. The preflight only\\nrecognised *transport* errors as transient; code 81 fell through to the\\n**FATAL** \\\"could not read clickhouse version\\\" bucket \u2192 `os.Exit(1)`.\\n\\nThat kills the process **before** anything can create the database \u2014 and\\n`AUTO_CREATE_SCHEMA` is **off by default** (the collector normally owns schema\\ncreation), and even when on, `setupSchema` backgrounds its retr\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-7047769c73bc4add\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\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_verification\": 2, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 2,\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-cfa8544515a32176", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383129, "scanner": "foundry_dataset", "fingerprint": "34f36b81639f8e15c196797388c2855e00c2c087f5fc65642d8bf9feb9e45aea", "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": "tsouza/cerberus#934", "human_labels": ["test_ci_gap"], "issue_number": "934", "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": "tsouza/cerberus", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-06592e2a42e9a713", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#934\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: tsouza/cerberus#934\nRepo: tsouza/cerberus\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-9348676324b9812a\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/934\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/934\\nTitle: test(crawl): reconcile Traces Drilldown primarySignal-init-race 400\\nBody:\\n## What\\n\\nThe compose-smoke crawl (CI run 27527911418, `shard-crawl`) caught an **intermittent** `POST /api/ds/query?ds_type=tempo&requestId=SQR108 \u2192 400` on the `grafana-exploretraces-app` explore surface (`var-metric=duration|errors|rate`, `var-groupBy=resource.service.version`, `var-primarySignal=true`, `actionView=structure`). The maintainer correctly rejected dismissing it as a flake. This PR root-causes it and adds the right narrowly-scoped reconciliation.\\n\\n## Root cause \u2014 verdict: app-side init race, NOT a cerberus bug\\n\\nThe exact 400'd query is a **dangling-operand TraceQL** spanset:\\n\\n```\\n{ && true} | rate()        (and the errors / duration variants)\\n```\\n\\nThis is generated by the Grafana **Traces Drilldown** app, not cerberus. The app's `PrimarySignalVariable` (a Scenes `CustomVariable`, `src/pages/Explore/PrimarySignalVariable.tsx` in `grafana/traces-drilldown`) applies its default value inside the component's `useEffect`, **not** its co\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-ac614eaf20a3de93\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\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_verification\": 2, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 2, \"docs\": 6}\nHe\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-f47bbfa00411023a", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383128, "scanner": "foundry_dataset", "fingerprint": "1a6a1bd3f2d2dd59abe72213a9f6ed6da3bd33f0c20aec4c30d05e9aa3422409", "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": "tsouza/cerberus#930", "human_labels": ["agent_instruction_gap"], "issue_number": "930", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.86, "repo_full_name": "tsouza/cerberus", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-cb85a744cf708ac0", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#930\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: tsouza/cerberus#930\nRepo: tsouza/cerberus\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-c04b9e52a6755729\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/930\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/930\\nTitle: docs(readme): bump version reference to v1.0.0-rc.1\\nBody:\\nBumps the README version notice from `v1.0.0-RC1` to the actual first-release tag `v1.0.0-rc.1`.\\n\\nContext: the `v1.0.0-RC1` name was created+deleted on the remote in May, so GitHub's backend now rejects re-creating that exact ref; the first release ships under the canonical-semver `v1.0.0-rc.1` instead.\\n\\nScope: README version line only. License is already **Apache 2.0** on main (LICENSE + README badge + footer, via #914) and is unchanged here.\\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-486a428dde9215c1\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\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_verification\": 2, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 2, \"docs\": 6}\nHelicopter views: {\"graphs\": 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/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-614742e1c7222d84", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383127, "scanner": "foundry_dataset", "fingerprint": "429f95b403f87f118e64017321b71309cd2cb92c09efc279425858c230990143", "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": "tsouza/cerberus#929", "human_labels": ["api_integration_gap"], "issue_number": "929", "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": "tsouza/cerberus", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-9389c9e89a46a5ab", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#929\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: tsouza/cerberus#929\nRepo: tsouza/cerberus\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-233a7e2493b633a0\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/929\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/929\\nTitle: feat(config): expose the full ClickHouse connection + HTTP-server config surface as CERBERUS_* knobs\\nBody:\\n## Why\\n\\n#928 (merged) bounded CH-restart recovery via `ReadTimeout = QueryTimeout`. This\\nfollow-up exposes the **entire** ClickHouse connection + cerberus HTTP-server\\nconfiguration surface as `CERBERUS_*` env knobs, so every protocol / TLS posture\\n/ compression / buffer / multi-host scenario is operator-tunable instead of\\nhardcoded \u2014 with fail-fast validation that rejects incoherent *combinations*,\\nnot just bad individual values.\\n\\nEvery knob is **unset-by-default to today's exact behaviour**: setting none of\\nthem opens the same connection and the same `http.Server` cerberus has always\\nbuilt.\\n\\n## What\\n\\n### ClickHouse client (`internal/chclient`)\\nEvery settable `clickhouse.Options` field cerberus didn't already wire:\\nmulti-host `CERBERUS_CH_ADDR` (comma-separated), `_PROTOCOL` (native|http),\\n`_CONN_OPEN_STRATEGY` (in_order|round_robin), first-class `_READ_TIMEOUT`\\n(overrides the QueryTimeout derivation; cli\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-2f9aa038f2705a26\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\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_verification\": 2, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_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/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-0eef6fdfc976aeef", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383126, "scanner": "foundry_dataset", "fingerprint": "394b92116953c011c0c259a148652650a1a920a14d5909e99b9ea316b5c1a461", "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": "tsouza/cerberus#921", "human_labels": ["agent_instruction_gap"], "issue_number": "921", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "tsouza/cerberus", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-662582ffc5460e5e", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#921\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: tsouza/cerberus#921\nRepo: tsouza/cerberus\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-8dc6e4aab8836e34\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/921\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/921\\nTitle: fix(e2e): dashboard-shard matrix skips on push \u2014 missing always() in if\\nBody:\\n## Root cause\\n`dashboard-shard`'s `if: needs.dashboard-setup.result == 'success'` has no status function, so GitHub **implicitly prepends `success()`** \u2014 which requires *all transitive* needs to have succeeded. `dashboard-setup` has `needs: changes`, and the `changes` job is **skipped on push/schedule** \u2192 implicit `success()` is false \u2192 `dashboard-shard` is skipped \u2192 the matrix never expands \u2192 the `dashboard` aggregate gate fails (`shards = skipped`).\\n\\nThis is why the dashboard lane was **green on PRs** (where `changes` runs) but **red on every push-to-main** since the matrix split (#916) \u2014 it's non-required, so it went unnoticed until the lane started running on PRs (#919).\\n\\n## Fix\\nAdd `always() &&` (mirroring the working `compose-smoke-shard`), so the matrix expands regardless of the skipped transitive need, then explicitly require `needs.dashboard-setup.result == 'success'`. One-line behavioral fix; no other change.\\n\\n\ud83e\udd16 Generated\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-58556ebb663e2bfe\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\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_verification\": 2, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 2, \"docs\": 6}\nHelicopter views: {\"gr\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-bfa55faf138f2eb8", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383125, "scanner": "foundry_dataset", "fingerprint": "d4316473858e91eba534058e0f90ef72124c262f8887ec5f4f960f77f466f7e6", "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": "tsouza/cerberus#914", "human_labels": ["build_install_failure"], "issue_number": "914", "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": "tsouza/cerberus", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-36a995c831922ea0", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#914\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: tsouza/cerberus#914\nRepo: tsouza/cerberus\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: {'build_install_failure': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-fa0228258543096c\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"build_install_failure\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/914\",\n    \"text\": \"GitHub feedback: build_install_failure\\nPolarity: bad\\nKind: pull_request_body\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/914\\nTitle: chore: relicense from MIT to Apache 2.0\\nBody:\\nRelicenses cerberus from **MIT** to the **Apache License, Version 2.0**.\\n\\n## What changed\\n\\n- **`LICENSE`** \u2014 replaced the MIT text with the full, verbatim canonical Apache-2.0 text (TERMS AND CONDITIONS + the \\\"How to apply\\\" APPENDIX). The appendix copyright line reads `Copyright 2026 Thiago Souza`. First two lines match the SPDX `Apache-2.0` canonical header (`Apache License` / `Version 2.0, January 2004`) so GitHub's license detector recognizes it.\\n- **`README.md`** \u2014 license badge `License: MIT` \u2192 `License: Apache 2.0` (`https://img.shields.io/badge/license-Apache%202.0-blue.svg`); License section `[MIT](LICENSE) \u00a9 Thiago Souza.` \u2192 `[Apache 2.0](LICENSE) \u00a9 Thiago Souza.`\\n- **`.goreleaser.yml`** \u2014 OCI image label `org.opencontainers.image.licenses=MIT` \u2192 `Apache-2.0` (SPDX id) across all four image definitions.\\n\\n## Out of scope\\n\\n- `test/e2e/playwright/package-lock.json` still contains `\\\"license\\\": \\\"MIT\\\"` entries \u2014 those are **third-party npm dependency** licenses\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-4336730134272a88\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\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_verification\": 2, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 2, \"docs\": 6}\nHelicopter\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-abb4d279b4a2019c", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383124, "scanner": "foundry_dataset", "fingerprint": "e9199ee90ae7d020e090c0e2cc7120be098dc85ed94eb2f8bd58244335b67ba2", "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": "tsouza/cerberus#908", "human_labels": ["test_ci_gap"], "issue_number": "908", "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": "tsouza/cerberus", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-54aa987f388614dc", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#908\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: tsouza/cerberus#908\nRepo: tsouza/cerberus\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-567b2c40e07a6549\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/908\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/908\\nTitle: fix(loki): surface per-line structured metadata for Logs Drilldown columns (#903 follow-up)\\nBody:\\n## Why\\n\\nPR #903 fixed `detected_level` + added collector `duration`/`bytes` attributes, but **was never validated against the live Grafana UI** and left three regressions on the **Loki Explore (Logs Drilldown)** app for `{service_name=\\\"clickhouse\\\"}` (`var-ds=cerberus-loki`, the compose demo stack):\\n\\n1. `index_granularity` rendered as a malformed **`8192,`** (trailing comma);\\n2. nonsense empty columns **`_method` / `_level` / `_status` / `_` / `_id`** appeared;\\n3. the genuinely useful query_log columns (**duration / read bytes+rows / memory / query_id / \u2026**) were still **missing**.\\n\\n## Live-stack reproduction (the part #903 skipped)\\n\\nI brought up `docker compose up --build --wait` on this branch (cerberus built from source) and drove the actual Loki endpoints the Drilldown app fires. cerberus's **raw** `query_range` response for `{service_name=\\\"clickhouse\\\"}` was a **2-tuple** `[ts, line]` with **no structured metadata at a\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-428a85ee48de5d1d\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\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_verification\": 2, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 2, \"docs\": 6}\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-1fe75ee628fcba37", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383123, "scanner": "foundry_dataset", "fingerprint": "8594fe21b7f453707be67d341e29ffc07065abbbceb47a83822b4b31121d13cf", "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": "tsouza/cerberus#904", "human_labels": ["api_integration_gap"], "issue_number": "904", "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": "tsouza/cerberus", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-ca575f0ce93ae8d5", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#904\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: tsouza/cerberus#904\nRepo: tsouza/cerberus\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-fbe6703fc7f9ae32\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/904\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/904\\nTitle: fix(chclient): per-head circuit breakers so one head's storm can't 503 the others (#94)\\nBody:\\n## Problem (#94)\\n\\nA single `*chclient.Client` held **one** circuit breaker, and that same pointer was fanned to all three API heads (`prom.New` / `loki.New` / `tempo.New`) **and** the `/readyz` readiness pinger. Every CH-touching method gated on the one `c.br`. So when a metrics-query storm drove 5 consecutive failures in 10s and tripped the breaker OPEN:\\n\\n- **every Loki and Tempo query also returned `ErrCircuitOpen` \u2192 503**, even though only one head's traffic caused the failures; and\\n- **`Ping()` returned `ErrCircuitOpen` \u2192 `/readyz` red \u2192 Kubernetes evicted the pod** \u2014 a pod that was still happily serving the other two heads and could serve the storming head again in ~5s once the HALF-OPEN probe recovered.\\n\\nThat whole-replica coupling is exactly #94.\\n\\n## Fix \u2014 per-head breakers, one shared pool\\n\\nReplace the single `br breaker` value with a **registry of breakers, one per head** (`prom` / `loki` / `tempo` data plane\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-0daf5d6969cea942\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\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_verification\": 2, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 2\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-e1430d272311b39f", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383122, "scanner": "foundry_dataset", "fingerprint": "7831b6d86e4f4a9ab3018c81c0696b4172f00b5eebfbb61b4b3f76f15a81a176", "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": "tsouza/cerberus#897", "human_labels": ["agent_instruction_gap"], "issue_number": "897", "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": "tsouza/cerberus", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-2661c00f2266d94a", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#897\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: tsouza/cerberus#897\nRepo: tsouza/cerberus\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: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-08d774fc3d529d82\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/897\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/897\\nTitle: perf(optimizer): narrow native-rate (RangeWindowNative) inner scan \u2014 4.3x fewer bytes\\nBody:\\n## What\\n\\n**Stacked on #894** (`perf/narrow-inner-scan-projection`). Extends the projection-pushdown to the native-rate node `*chplan.RangeWindowNative` (the `CERBERUS_EXPERIMENTAL_TS_GRID_RANGE` \u2192 `timeSeriesRateToGrid` family), so the native high-cardinality scan is narrowed too \u2014 #894 deliberately left `RangeWindowNative` untouched (correct/safe), this adds it with its own parity proof.\\n\\n## Native emit column set (enumerated from `internal/chsql/range_window_native.go`)\\n\\n`emitRangeWindowNative` reads exactly `{TimestampColumn, ValueColumn} \u222a refs(GroupBy)` off the inner Scan (\u222a the Filter predicate's columns when a Filter intervenes). Everything else it names (`grid`/`grid_ts`/`grid_val`/`anchor_ts`) is **synthetic** \u2014 produced inside the subquery by `timeSeriesRateToGrid` / `ARRAY JOIN`, never read off the Scan. The node carries **no `ScalarExprs`** (unlike `RangeWindow`), so the union is strict. `nativeRangeWindow\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-d19819d9210adf87\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\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_verification\": 2, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 2, \"docs\": 6}\nHelicopter views: {\"\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-f6c82bb504fdc0e9", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383121, "scanner": "foundry_dataset", "fingerprint": "bcd1dd7add927c17782637f959cf44c26505de70a9593a57485961ec63c3d1b3", "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": "tsouza/cerberus#894", "human_labels": ["data_schema_persistence"], "issue_number": "894", "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": "tsouza/cerberus", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-d2d5a4103c9c8d75", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#894\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: tsouza/cerberus#894\nRepo: tsouza/cerberus\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: {'data_schema_persistence': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-34f2afb2bedcbe66\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"data_schema_persistence\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/894\",\n    \"text\": \"GitHub feedback: data_schema_persistence\\nPolarity: bad\\nKind: pull_request_body\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/894\\nTitle: perf(optimizer): narrow inner metrics scan projection through Aggregate/RangeWindow\\nBody:\\n## What\\n\\nExtends `ProjectionPushdown` (`internal/optimizer/projection_pushdown.go`) with stage-aware arms that fire on `Aggregate` / `RangeWindow` nodes and push a narrowed column set **through** an optional intervening `Filter` down to the inner `Scan`. The canonical metrics shape `Project(Aggregate(Filter(Scan)))` / `Project(RangeWindow(Filter(Scan)))` previously left the **inner** scan emitting `SELECT *`; it now drops the unread wide `Map`/`Nested` columns (`ResourceAttributes` / `ScopeAttributes` / `Exemplars`) from column I/O. `Attributes` is **kept** (it's filtered/grouped). Pure optimizer change \u2014 zero chsql/chplan/schema edits, no new package.\\n\\n## Why it's safe (measured, not asserted)\\n\\n- **Byte-parity:** the narrowed column set is the exact union of what the stage emit reads (`emitAggregate` \u2192 GroupBy + AggFunc Params/Args; row-shape `RangeWindow` \u2192 TimestampColumn/ValueColumn/GroupBy/ScalarExprs). Both BEFO\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-190f9c34a4b08127\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\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_verification\": 2, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_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/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-cb4b00aeab764c70", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383120, "scanner": "foundry_dataset", "fingerprint": "7eaf432d717b3c957821673583082a23be8da430eb3be91af5e415743883c797", "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": "tsouza/cerberus#885", "human_labels": ["api_integration_gap"], "issue_number": "885", "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": "tsouza/cerberus", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-762ae5e214ce9cbd", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#885\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: tsouza/cerberus#885\nRepo: tsouza/cerberus\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-cfb908fa28f69cf5\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/885\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/885\\nTitle: fix(api): recover handler panics into per-head 500 envelope + balanced metrics\\nBody:\\n## The bug (evidenced)\\n\\nA panic in the request path unwound through `net/http` and dropped the TCP connection invisibly. Two failures:\\n\\n1. **No error JSON.** None of the Prometheus / Loki / Tempo error envelopes were rendered \u2014 Grafana saw a bare conn-reset, not a typed error.\\n2. **Unbalanced self-metrics + no OTLP log.** `internal/telemetry/middleware.go` called `t.Done()` *inline* after `ServeHTTP` (not via `defer`), so a panic skipped it entirely: the failed query never recorded on `cerberus_queries_total` / `cerberus_query_duration` and bypassed the OTLP slog bridge.\\n\\nThe only chaos test (`internal/api/prom/chaos_test.go`) lenient-accepted EITHER a conn-reset OR a 5xx; loki/tempo had no such test at all.\\n\\n## The fix\\n\\nAll at the shared `telemetry.QueryMiddleware` layer that already wraps all three heads:\\n\\n- **Recover middleware.** A `recover()` in the request path that, on panic: logs the recovered value + full stack at ERR\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-910d2e7d35f8512d\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\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_verification\": 2, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_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/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-1371cf0a916f36f9", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383119, "scanner": "foundry_dataset", "fingerprint": "3844b3fb9838cb272e9065b346f2f1e54c56a92ade6b5d180c89374019d158fa", "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": "tsouza/cerberus#884", "human_labels": ["api_integration_gap"], "issue_number": "884", "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": "tsouza/cerberus", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-1a025e1fb02c0b26", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#884\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: tsouza/cerberus#884\nRepo: tsouza/cerberus\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-daf82127b89ca149\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/884\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/884\\nTitle: feat(logql): full Loki template parity for line_format/label_format\\nBody:\\n## What\\n\\nShips **full Loki template-funcmap parity** for `| line_format` / `| label_format`, per the maintainer decision to reverse the deliberate subset, and fixes `{{__timestamp__}}` rendering blank. RC1 correctness.\\n\\n## Why \u2014 the deliberate-subset reversal\\n\\n`templateFuncs()` exposed a hand-maintained subset of Loki's funcmap. Anything outside it failed at `text/template` **parse** time with `function \\\"X\\\" not defined`, and `handler.go` wrapped that as a **400 bad_data**. So valid Loki queries were **wrong-rejected** \u2014 e.g. `| line_format \\\"{{ .x | int | add 1 }}\\\"` 400s on cerberus where reference Loki executes it.\\n\\n## Changes\\n\\n### Full funcmap \u2014 consumed upstream verbatim\\n`internal/api/loki/template_funcs.go` now returns `loglib.AddLineAndTimestampFunctions(...)` from the tsouza/loki fork (`pkg/logql/log/fmt.go`) **verbatim** rather than re-listing funcs by hand. This is the architecturally-clean choice: the set **cannot drift** out of \"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-4dc90f8ae2f6afa3\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\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_verification\": 2, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_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/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-fdcea0198f8658d1", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383118, "scanner": "foundry_dataset", "fingerprint": "91ee48b0c3fd7b179e536f8b71aff446eab7be0ba820b0344605ad11bbd049fa", "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": "tsouza/cerberus#883", "human_labels": ["api_integration_gap"], "issue_number": "883", "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": "tsouza/cerberus", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-fdad5c412703ef3a", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#883\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: tsouza/cerberus#883\nRepo: tsouza/cerberus\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-14f16618606e122f\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/883\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/883\\nTitle: feat(chclient): make ch circuit breaker observable + fix peek interval\\nBody:\\n## Why\\n\\nThe ClickHouse circuit breaker is cerberus's **highest-blast-radius failure mode**: one trip fast-fails (503) every PromQL/LogQL/TraceQL query *and* flips `/readyz` to unready until it recovers. Yet it emitted **no time-series and no transition log** \u2014 an operator had no way to tell the breaker had tripped, or why a deployment went unready and started 503ing all three heads.\\n\\nThis PR makes the breaker observable and fixes a `peek()` fidelity bug found alongside it.\\n\\n## Observability (zero-init like admit)\\n\\nTwo OTel instruments on the existing `chclient` meter scope:\\n\\n- `cerberus_ch_breaker_state` \u2014 gauge, `0=closed / 1=open / 2=half-open` (renders as a state-timeline).\\n- `cerberus_ch_breaker_trips_total` \u2014 counter, cumulative `CLOSED\u2192OPEN` trips (`increase(...[5m])` = outages in the window).\\n\\nBoth are **zero-initialised at construction**, mirroring `internal/api/admit/admit.go`'s `cerberus_admit_rejected_total` pre-registratio\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-680a4923ee2811f3\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\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_verification\": 2, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_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/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-b59455f46e95f014", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383117, "scanner": "foundry_dataset", "fingerprint": "a6f24eaa97a0ba0e85d07ebd3e8ccc850ee9639d6dad5c5e37e775f2ca0826a0", "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": "tsouza/cerberus#873", "human_labels": ["test_ci_gap"], "issue_number": "873", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.627, "repo_full_name": "tsouza/cerberus", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-008486d0486ee95c", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#873\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: tsouza/cerberus#873\nRepo: tsouza/cerberus\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-662b6ae2913a10e9\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/873#issuecomment-4700388876\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/873#issuecomment-4700388876\\nTitle: \\nBody:\\nSuperseded by #875 (feat/promql-info-join), which carries the same info-join implementation plus the surface-parity ledger, perf baselines, and the EnableExperimentalFunctions ratchet-test fix needed for green CI. Closing as duplicate; #875 is the canonical info() PR. 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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": "tsouza/cerberus#816", "human_labels": ["human_feedback_general"], "issue_number": "816", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "tsouza/cerberus", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-35d4bd817921c5b6", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#816\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: tsouza/cerberus#816\nRepo: tsouza/cerberus\nThread label: thread_needs_classification\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: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-3adffeae5879a9fe\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/816#issuecomment-4693656740\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/816#issuecomment-4693656740\\nTitle: \\nBody:\\nMoved the profiler library `internal/perf/profile` \u2192 `test/perf/profile` to fix the `lint`/go-arch-lint failure: an `internal/` package must not depend on the `test/spec` corpus (a layering inversion go-arch-lint correctly flags). This also makes Component B structurally consistent with Component A (`test/perf/scaling`) \u2014 both perf harnesses now live under `test/perf/` and consume `test/spec` freely. `cmd/perf-profile` import updated; re-verified: go-arch-lint OK, profiler clean over 636 fixtures (0 errors, max fan_factor 25), both chdb + nochdb builds pass.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-74e50899bb5f2fff\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\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_verification\": 2, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 2, \"docs\": 6}\nHelicopter views: {\"graphs\": 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/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-3427f1b0c7fb7e8f", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383115, "scanner": "foundry_dataset", "fingerprint": "30c820da2971d79da425d2428d233adf2ab7ec4346cdbbbe301cb9f1beb4d91f", "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": "tsouza/cerberus#790", "human_labels": ["human_feedback_general", "positive_human_signal"], "issue_number": "790", "thread_label": "thread_has_positive_feedback", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "tsouza/cerberus", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-b22936a28066e668", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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"], "linked_ci_commit_count": 0, "verification_artifact_count": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#790\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_positive_feedback\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: tsouza/cerberus#790\nRepo: tsouza/cerberus\nThread label: thread_has_positive_feedback\nOutcome: ambiguous_needs_more_evidence\nComment count: 2\nLinked commit count: 10\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1, 'positive_human_signal': 1}\nPolarities: {'neutral': 1, 'good': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-b72d6b0a404907b9\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/790#issuecomment-4686069346\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/790#issuecomment-4686069346\\nTitle: \\nBody:\\n**Held for post-RC1.** The metadata fan-in batching repeatedly hit ClickHouse's 256 KB `max_query_size` on the metrics-explorer broad probe (\\\"every published metric\\\") across 3 compose-smoke attempts \u2014 the combine interacts badly with the `__name__` candidate fan-out on pathological breadth. It's a perf optimization, not RC1 correctness, so it's parked here as a draft.\\n\\nThe genuinely-valuable piece that came out of debugging this \u2014 rendering the `__name__` candidate fan-out as a flat parameterized `MetricName IN (?, \u2026)` instead of an inline OR-chain (better SQL for *every* metric-name query, PREWHERE-preserving) \u2014 is extracted as a standalone PR: #795. The `/series` fan-in itself (the ~40\u00d7 round-trip win) is the post-RC1 follow-up to revisit with a conservative \\\"batch-only-when-bounded, else per-candidate fallback\\\" design.\"\n  },\n  {\n    \"id\": \"github-feedback-comment-6a74ea5cda7384ae\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"positive_human_signal\",\n    \"polarity\": \"good\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/790#issuecomment-4686664906\",\n    \"text\": \"GitHub feedback: positive_human_signal\\nPolarity: good\\nKind: issue_comment\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/790#issuecomment-4686664906\\nTitle: \\nBody:\\nSuperseded. 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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": "tsouza/cerberus#715", "human_labels": ["human_feedback_general"], "issue_number": "715", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.645, "repo_full_name": "tsouza/cerberus", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-5c05ce8b1b0e473c", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#715\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: tsouza/cerberus#715\nRepo: tsouza/cerberus\nThread label: thread_needs_classification\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: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-6839924d25d14a58\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/715#issuecomment-4524533506\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/715#issuecomment-4524533506\\nTitle: \\nBody:\\nSuperseded by #721 which replaces the seed-settle heuristics with authoritative `/metrics` polling. The label-presence regression test #715 added is no longer load-bearing since #721's gate uses metric deltas rather than cardinality. 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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": "tsouza/cerberus#580", "human_labels": ["human_feedback_general"], "issue_number": "580", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "tsouza/cerberus", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-5158651ae639cb2c", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#580\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: tsouza/cerberus#580\nRepo: tsouza/cerberus\nThread label: thread_needs_classification\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: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-dba149846eef36e5\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/580#issuecomment-4493723499\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/580#issuecomment-4493723499\\nTitle: \\nBody:\\nClosing: the proposed fix adds a should_skip overlay, but the original task spec explicitly forbade it (\\\"DO NOT add a `should_skip` \u2014 that hides real bugs (per user policy)\\\"). The actual root cause is that the checked-in `dataset_metadata.json` snapshot's `by_keyword` map is missing keys that `getContentKeywords()` does emit (notably `duration`, also `status`, `query`, `success`). The proper fix is to regenerate the snapshot \u2014 re-opening as a regen PR.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-df698d81a11694b0\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\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_verification\": 2, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 2, \"docs\": 6}\nHelicopter views: {\"graphs\": 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/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-4668f66d8aa482af", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383107, "scanner": "foundry_dataset", "fingerprint": "0b7273fdf098ebb95d08bf99fe68c9c814013e799c31f6e5ca52cf8ed3b8a045", "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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Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "tsouza/cerberus#452", "human_labels": ["human_feedback_general"], "issue_number": "452", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.61, "repo_full_name": "tsouza/cerberus", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-d1fbc3ce3e94afe8", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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"], "linked_ci_commit_count": 0, "verification_artifact_count": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#452\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: tsouza/cerberus#452\nRepo: tsouza/cerberus\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 4\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-69c0f018cd6608d8\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/452#issuecomment-4483052066\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/452#issuecomment-4483052066\\nTitle: \\nBody:\\nBoth commits on this branch (live_store field names + non-fatal smoke search) are already on main via earlier merged PRs (#424, #427). 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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": "tsouza/cerberus#440", "human_labels": ["api_integration_gap", "human_feedback_general"], "issue_number": "440", "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": "tsouza/cerberus", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-db375e782e5a75ca", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#440\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: tsouza/cerberus#440\nRepo: tsouza/cerberus\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, 'human_feedback_general': 1}\nPolarities: {'bad': 1, 'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-712b6c6460ee13db\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/440#issuecomment-4482697910\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/440#issuecomment-4482697910\\nTitle: \\nBody:\\nSuperseded by `feat/logql-detected-level-v2` (commit 44750de). PR #440 had cascading rebase conflicts with #441 (`| logfmt`) and #443 (PromQL set ops) so the integration was redone on top of current `main`:\\n\\n- `internal/logql/detected_level.go` and `internal/logql/detected_level_test.go` copied verbatim (comments scrubbed to drop forward-looking phrasing).\\n- `internal/logql/lower.go` integration reworked against main's current `labelMatcherToExpr` + threaded `labelsExpr` (post-#441).\\n- `cerberus-test-queries.yml` overlay updated against today's main: the 4 entries this PR removed are gone, plus the 3 fast/+regression Logfmt+detected_level entries whose only remaining blockers (logfmt + detected_level) are both supported now.\\n\\nPlease close.\"\n  },\n  {\n    \"id\": \"github-feedback-comment-48fcabc27b014283\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/440#issuecomment-4482733666\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/440#issuecomment-4482733666\\nTitle: \\nBody:\\nSuperseded by #446 (clean rebase on top of current main; main has #441 logfmt support that obsoleted the cascading conflicts here).\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-4f1b9f7e20fd118e\", \"evidence-chain-comment_to_commit-9886877d2f464336\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"co\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-4965181e272fc94d", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383103, "scanner": "foundry_dataset", "fingerprint": "4fb35445c6b7eb866ae6f8a47dba10cb56e0b64d6f63e720dd1d03f38126fd5c", "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": "tsouza/cerberus#279", "human_labels": ["human_feedback_general"], "issue_number": "279", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "tsouza/cerberus", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-30612bec0b9a9f95", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_unresolved"], "linked_ci_commit_count": 0, "verification_artifact_count": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#279\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_unresolved\nChain evidence:\nIssue/PR evidence chain: tsouza/cerberus#279\nRepo: tsouza/cerberus\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-979b190a7673fdb0\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/279#issuecomment-4450663072\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/279#issuecomment-4450663072\\nTitle: \\nBody:\\nSuperseded by #273 \u2014 zero unique commits after rebase.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-db750ad3426d30ab\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\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_verification\": 2, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 2, \"docs\": 6}\nHelicopter views: {\"graphs\": 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/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-4ca82f15f00beabd", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383102, "scanner": "foundry_dataset", "fingerprint": "298ba93367c9ef85d3b3f1b67dfc4018e377696d360a27cb877543b49c75fdc8", "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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Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "tsouza/cerberus#26", "human_labels": ["human_feedback_general"], "issue_number": "26", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.592, "repo_full_name": "tsouza/cerberus", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-dfb47d3a8e19f878", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#26\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: tsouza/cerberus#26\nRepo: tsouza/cerberus\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: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-530203d1aa332ea9\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/tsouza/cerberus/issues/26#issuecomment-4424388640\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/issues/26#issuecomment-4424388640\\nTitle: \\nBody:\\nClosed per project policy: cerberus tracks work via PRs, not issues. 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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": "tsouza/cerberus#25", "human_labels": ["human_feedback_general"], "issue_number": "25", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.592, "repo_full_name": "tsouza/cerberus", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-f05f1539619ab235", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#25\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: tsouza/cerberus#25\nRepo: tsouza/cerberus\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: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-66288162285a46a1\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/tsouza/cerberus/issues/25#issuecomment-4424388381\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/issues/25#issuecomment-4424388381\\nTitle: \\nBody:\\nClosed per project policy: cerberus tracks work via PRs, not issues. 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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": "tsouza/cerberus#23", "human_labels": ["human_feedback_general"], "issue_number": "23", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.592, "repo_full_name": "tsouza/cerberus", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-9b254ceccbdaaa88", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#23\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: tsouza/cerberus#23\nRepo: tsouza/cerberus\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: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-47fe791fec119387\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/tsouza/cerberus/issues/23#issuecomment-4424387694\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/issues/23#issuecomment-4424387694\\nTitle: \\nBody:\\nClosed per project policy: cerberus tracks work via PRs, not issues. 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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": "tsouza/cerberus#223", "human_labels": ["human_feedback_general"], "issue_number": "223", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.595, "repo_full_name": "tsouza/cerberus", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-e70ed485f48b4ed9", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#223\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: tsouza/cerberus#223\nRepo: tsouza/cerberus\nThread label: thread_needs_classification\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: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-affac38cd2eb29c3\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/223#issuecomment-4446535532\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/223#issuecomment-4446535532\\nTitle: \\nBody:\\nStacks on #221 \u2014 enable auto-merge after #221 lands.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-ca0358f1240bcad4\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\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_verification\": 2, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 2, \"docs\": 6}\nHelicopter views: {\"graphs\": 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/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-7716036e31ecdad3", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383095, "scanner": "foundry_dataset", "fingerprint": "d05472aaf9f1e265bbc1cfca3c076e4b53749afcb98dc408b7973d905beafd4f", "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": "tsouza/cerberus#22", "human_labels": ["human_feedback_general"], "issue_number": "22", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.592, "repo_full_name": "tsouza/cerberus", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-978b00eb1c50b0dd", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#22\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: tsouza/cerberus#22\nRepo: tsouza/cerberus\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: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-cb3c82004e88dbcf\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/tsouza/cerberus/issues/22#issuecomment-4424387432\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/issues/22#issuecomment-4424387432\\nTitle: \\nBody:\\nClosed per project policy: cerberus tracks work via PRs, not issues. The intent captured here will be raised again when the work is opened as a PR.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-97406ab4268b0f26\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\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_verification\": 2, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 2, \"docs\": 6}\nHelicopter views: {\"graphs\": 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/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-a709b0e22a0bf314", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383094, "scanner": "foundry_dataset", "fingerprint": "0b8239af664a3ecc8315ee509f0b61d09526bcffa8fad0d2f7e05fa20b8023e8", "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": "tsouza/cerberus#21", "human_labels": ["human_feedback_general"], "issue_number": "21", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.592, "repo_full_name": "tsouza/cerberus", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-896ce999da25cfee", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#21\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: tsouza/cerberus#21\nRepo: tsouza/cerberus\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: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-0c0afbaf43e79394\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/tsouza/cerberus/issues/21#issuecomment-4424387131\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/issues/21#issuecomment-4424387131\\nTitle: \\nBody:\\nClosed per project policy: cerberus tracks work via PRs, not issues. The intent captured here will be raised again when the work is opened as a PR.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-8ecae3cfb7c67066\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\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_verification\": 2, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 2, \"docs\": 6}\nHelicopter views: {\"graphs\": 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/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-06c24f98d9ff1304", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383093, "scanner": "foundry_dataset", "fingerprint": "f3ec19702cf47369df95d3af19da4fb1faf390d81199aa19b17d43a73c04e60c", "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": "tsouza/cerberus#20", "human_labels": ["human_feedback_general"], "issue_number": "20", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.592, "repo_full_name": "tsouza/cerberus", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-d70a6525d4ae37b3", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#20\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: tsouza/cerberus#20\nRepo: tsouza/cerberus\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: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-c9ba3a5b6838aff7\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/tsouza/cerberus/issues/20#issuecomment-4424386912\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/issues/20#issuecomment-4424386912\\nTitle: \\nBody:\\nClosed per project policy: cerberus tracks work via PRs, not issues. 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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": "tsouza/cerberus#189", "human_labels": ["human_feedback_general"], "issue_number": "189", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.627, "repo_full_name": "tsouza/cerberus", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-e1313969ec5045f0", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#189\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: tsouza/cerberus#189\nRepo: tsouza/cerberus\nThread label: thread_needs_classification\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: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-8cc8e55b1b34fe5b\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/189#issuecomment-4445547588\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/189#issuecomment-4445547588\\nTitle: \\nBody:\\nStacks on #187 (already merged, so this PR's diff is just against main). Leaving auto-merge off so a human can review the typed Frag mapping decisions (specifically: `Concat(Raw(\\\"any(\\\"), \u2026, Raw(\\\")\\\"))` for function-call shapes \u2014 we may want a typed `Call(name, args\u2026)` helper later, but that's RC6 cleanup territory, not this PR's scope).\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-d55cdaa255813dc5\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\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_verification\": 2, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 2, \"docs\": 6}\nHelicopter views: {\"graphs\": 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/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-8bc55f1d0aaa8038", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383090, "scanner": "foundry_dataset", "fingerprint": "76539a1e2d8c5c00c8a6d07ca19ef03d4e0ac63a24b4aaa4e01cbd7d28dd989b", "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": "tsouza/cerberus#188", "human_labels": ["human_feedback_general"], "issue_number": "188", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.595, "repo_full_name": "tsouza/cerberus", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-eb25f6681ae58ffa", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#188\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: tsouza/cerberus#188\nRepo: tsouza/cerberus\nThread label: thread_needs_classification\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: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-6c11835ab80691d5\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/188#issuecomment-4445545730\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/188#issuecomment-4445545730\\nTitle: \\nBody:\\nStacks on #187 \u2014 flip auto-merge after #187 lands.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-ef768974f42d3a79\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\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_verification\": 2, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 2, \"docs\": 6}\nHelicopter views: {\"graphs\": 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/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-49dd9bad83f73cdb", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383089, "scanner": "foundry_dataset", "fingerprint": "b65e9e93fb627768c8d83e71eac75ca03ac975729a249dabc07be7214f919c3e", "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": "tsouza/cerberus#18", "human_labels": ["human_feedback_general"], "issue_number": "18", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.592, "repo_full_name": "tsouza/cerberus", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-8efa1b7c44ae72fb", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#18\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: tsouza/cerberus#18\nRepo: tsouza/cerberus\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: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-8d8767284fd4a919\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/tsouza/cerberus/issues/18#issuecomment-4424386631\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/issues/18#issuecomment-4424386631\\nTitle: \\nBody:\\nClosed per project policy: cerberus tracks work via PRs, not issues. The intent captured here will be raised again when the work is opened as a PR.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-d06285046607196a\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\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_verification\": 2, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 2, \"docs\": 6}\nHelicopter views: {\"graphs\": 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/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-ef135418a1704813", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383088, "scanner": "foundry_dataset", "fingerprint": "953eded84f5cb43851d8c0d460bda8c113dd9bd1e1303f53b2eb0210fbde7c7f", "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": "tsouza/cerberus#17", "human_labels": ["human_feedback_general"], "issue_number": "17", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.592, "repo_full_name": "tsouza/cerberus", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-7f5725b46be5de55", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#17\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: tsouza/cerberus#17\nRepo: tsouza/cerberus\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: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-a00b0f6c0d550f5f\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/tsouza/cerberus/issues/17#issuecomment-4424386242\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/issues/17#issuecomment-4424386242\\nTitle: \\nBody:\\nClosed per project policy: cerberus tracks work via PRs, not issues. The intent captured here will be raised again when the work is opened as a PR.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-eb49457a701fd598\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\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_verification\": 2, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 2, \"docs\": 6}\nHelicopter views: {\"graphs\": 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/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-4f592391acb86e3f", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383087, "scanner": "foundry_dataset", "fingerprint": "1506d2a4ac8be93d4c524f7ce0cf9e68f4f49171149af51a8af953bee47bd4bc", "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": "tsouza/cerberus#16", "human_labels": ["human_feedback_general"], "issue_number": "16", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.592, "repo_full_name": "tsouza/cerberus", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-b935be488148438d", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#16\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: tsouza/cerberus#16\nRepo: tsouza/cerberus\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: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-9f394e4a58f2c7ad\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/tsouza/cerberus/issues/16#issuecomment-4424385956\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/issues/16#issuecomment-4424385956\\nTitle: \\nBody:\\nClosed per project policy: cerberus tracks work via PRs, not issues. The intent captured here will be raised again when the work is opened as a PR.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-33bd8a34466c25c1\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\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_verification\": 2, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 2, \"docs\": 6}\nHelicopter views: {\"graphs\": 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/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-c3fa4eaeb1195128", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383086, "scanner": "foundry_dataset", "fingerprint": "5e95638e06adf26bf049f27fe6297782b9f4dab6a62c9db74884bb16e1f2620a", "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": "tsouza/cerberus#15", "human_labels": ["human_feedback_general"], "issue_number": "15", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.592, "repo_full_name": "tsouza/cerberus", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-30dcfba297e7d539", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#15\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: tsouza/cerberus#15\nRepo: tsouza/cerberus\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: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-e4a19580a7bdaf36\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/tsouza/cerberus/issues/15#issuecomment-4424385645\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/issues/15#issuecomment-4424385645\\nTitle: \\nBody:\\nClosed per project policy: cerberus tracks work via PRs, not issues. The intent captured here will be raised again when the work is opened as a PR.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-91ce3a38dbe3181a\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\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_verification\": 2, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 2, \"docs\": 6}\nHelicopter views: {\"graphs\": 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/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-220594325bef9941", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383085, "scanner": "foundry_dataset", "fingerprint": "dc2736d4c79557e2258d543675550ee08bc611877e02b5856f29686f60e29629", "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": "tsouza/cerberus#14", "human_labels": ["human_feedback_general"], "issue_number": "14", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.592, "repo_full_name": "tsouza/cerberus", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-138e2e4a9e961604", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#14\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: tsouza/cerberus#14\nRepo: tsouza/cerberus\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: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-880faa49cf5fbf2a\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/tsouza/cerberus/issues/14#issuecomment-4424385340\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/issues/14#issuecomment-4424385340\\nTitle: \\nBody:\\nClosed per project policy: cerberus tracks work via PRs, not issues. The intent captured here will be raised again when the work is opened as a PR.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-57de8a34a3d195c3\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\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_verification\": 2, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 2, \"docs\": 6}\nHelicopter views: {\"graphs\": 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/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-3e99138b52ae6f31", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383084, "scanner": "foundry_dataset", "fingerprint": "edcd1452576f7fe0539ef5761e0a32a9042488b8af36db74e84db8ad32080be6", "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": "tsouza/cerberus#13", "human_labels": ["human_feedback_general"], "issue_number": "13", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.592, "repo_full_name": "tsouza/cerberus", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-46d6bbc152c8d122", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#13\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: tsouza/cerberus#13\nRepo: tsouza/cerberus\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: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-259eaa62a8b3ff6f\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/tsouza/cerberus/issues/13#issuecomment-4424384986\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/issues/13#issuecomment-4424384986\\nTitle: \\nBody:\\nClosed per project policy: cerberus tracks work via PRs, not issues. 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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": "tsouza/cerberus#122", "human_labels": ["test_ci_gap"], "issue_number": "122", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.61, "repo_full_name": "tsouza/cerberus", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-70f531d2a6cf5c23", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#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_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: tsouza/cerberus#122\nRepo: tsouza/cerberus\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 2\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-72e3db16d3b1ac0b\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/122#issuecomment-4437682223\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/122#issuecomment-4437682223\\nTitle: \\nBody:\\nClosing per design discussion: empty-list stubs add maintenance + CI surface for zero functional value. 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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": "tsouza/cerberus#116", "human_labels": ["human_feedback_general"], "issue_number": "116", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "tsouza/cerberus", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-6bc348b4f12c4408", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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": ["source_graph_has_real_artifacts", 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{\"ci\": 2, \"docs\": 6}\nHelicopter views: {\"graphs\": 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/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-2b9195ed545bc562", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383081, "scanner": "foundry_dataset", "fingerprint": 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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": "tsouza/cerberus#115", "human_labels": ["test_ci_gap"], "issue_number": "115", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.72, "repo_full_name": "tsouza/cerberus", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-acf0397137f69e9c", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#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_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: tsouza/cerberus#115\nRepo: tsouza/cerberus\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-32b9607c254a2459\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/115#issuecomment-4437682017\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/115#issuecomment-4437682017\\nTitle: \\nBody:\\nClosing per design discussion: empty-list stubs add maintenance + CI surface for zero functional value. 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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": "tsouza/cerberus#106", "human_labels": ["human_feedback_general"], "issue_number": "106", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.786, "repo_full_name": "tsouza/cerberus", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-dcc37f28a4bb77f8", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#106\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: tsouza/cerberus#106\nRepo: tsouza/cerberus\nThread label: thread_needs_classification\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: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-4f2fcc16bc08ca24\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/106#issuecomment-4435119755\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/106#issuecomment-4435119755\\nTitle: \\nBody:\\nSuperseded by PR 107 which merged first with both 4.5 and 4.6 commits stacked.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-6a612dafad1387dc\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\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_verification\": 2, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 2, \"docs\": 6}\nHelicopter views: {\"graphs\": 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/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-5a072059595b774b", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tsouza/cerberus"}, "properties": {"repobilityId": 383079, "scanner": "foundry_dataset", "fingerprint": "043c27061884e6cd063a24e587850f011b1505621cb078aea2d4e1fa947e29a8", "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": "tsouza/cerberus#103", "human_labels": ["api_integration_gap", "human_feedback_general"], "issue_number": "103", "thread_label": "thread_has_human_issue_without_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "tsouza/cerberus", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-892c81ab255d31b8", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_unresolved", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#103\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_without_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_unresolved, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: tsouza/cerberus#103\nRepo: tsouza/cerberus\nThread label: thread_has_human_issue_without_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 7\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'api_integration_gap': 3, 'human_feedback_general': 4}\nPolarities: {'bad': 3, 'neutral': 4}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-18eb6875bce13be4\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/103#issuecomment-4434953733\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: tsouza/cerberus\\nAuthor: dependabot[bot] (Bot)\\nURL: https://github.com/tsouza/cerberus/pull/103#issuecomment-4434953733\\nTitle: \\nBody:\\n### Labels\\n\\nThe following labels could not be found: `dependencies`, `github-actions`. Please create them before Dependabot can add them to a pull request.\\n\\n\\nPlease fix the above issues or remove invalid values from `dependabot.yml`.\"\n  },\n  {\n    \"id\": \"github-feedback-comment-3107323d52dd299b\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/103#issuecomment-4435604251\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/103#issuecomment-4435604251\\nTitle: \\nBody:\\n@dependabot rebase\"\n  },\n  {\n    \"id\": \"github-feedback-comment-a2c3bfff8c0b5800\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/103#issuecomment-4435604520\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: tsouza/cerberus\\nAuthor: dependabot[bot] (Bot)\\nURL: https://github.com/tsouza/cerberus/pull/103#issuecomment-4435604520\\nTitle: \\nBody:\\nLooks like this PR has been edited by someone other than Dependabot. That means Dependabot can't rebase it - sorry!\\n\\nIf you're happy for Dependabot to recreate it from scratch, overwriting any edits, you can request `@dependabot recreate`.\\n\"\n  },\n  {\n    \"id\": \"github-feedback-comment-637e736833db5c5e\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/103#issuecom\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tsouza/cerberus", "source_id": "comment-chain-pattern-assumption_checks-689d583114f79e32", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: tsouza/cerberus"}, "properties": {"repobilityId": 420449, "scanner": "foundry_dataset", "fingerprint": "512b1dc63a68867a463465b3c575aa0a85005ef94e8e06252104742da3676247", "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, "source_or_other": 2, "dependency_or_build": 1, "partial blueprint fit": 3, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 34, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 2, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "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": 25, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 2, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#975", "issue_number": "975", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-1e2f9687d44874e0", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"source_or_other": 8}}, "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: tsouza/cerberus\nThread: tsouza/cerberus#975\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: tsouza/cerberus\nThread: tsouza/cerberus#975\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#975\nRepo: tsouza/cerberus\nIssue/PR number: 975\nGraph consistency label: supported_by_verification_signal\nNodes: 25\nEdges: 34\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'pr_file': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, '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}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'source_or_other': 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, 'dependency_or_build': 1, 'bug_fix': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-d1bbed99ea433228", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 420448, "scanner": "foundry_dataset", "fingerprint": "e971da6ca6ee8d612a01997c6baf2a3df9a2d856d91799baab6de79d284267ea", "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": 54, "test_ci_gap": 1, "source_or_other": 3, "partial blueprint fit": 3, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 109, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 57, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "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": 80, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 57, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#972", "issue_number": "972", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-7a13579431b86bd3", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"test_or_ci": 216, "source_or_other": 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: tsouza/cerberus\nThread: tsouza/cerberus#972\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: tsouza/cerberus\nThread: tsouza/cerberus#972\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#972\nRepo: tsouza/cerberus\nIssue/PR number: 972\nGraph consistency label: supported_by_high_confidence_link\nNodes: 80\nEdges: 109\nNode types: {'pr_file': 57, 'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'thread_touches_file': 57, 'comment_chain_touches_file': 12, 'issue_chain_touches_file': 12, 'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'test_or_ci': 54, 'verification_or_tests': 5, 'source_or_other': 3, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-37dcfd206c83c1f1", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 420447, "scanner": "foundry_dataset", "fingerprint": "6e8877a3dba5b5acd3bffaf2ffd68c6d3ed3be3424efb8b8abfdf2c00743516c", "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, "partial blueprint fit": 3, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 31, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "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": 24, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#970", "issue_number": "970", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-82a40a4d0dbe2856", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"test_or_ci": 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: supported_by_high_confidence_link\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#970\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: tsouza/cerberus\nThread: tsouza/cerberus#970\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#970\nRepo: tsouza/cerberus\nIssue/PR number: 970\nGraph consistency label: supported_by_high_confidence_link\nNodes: 24\nEdges: 31\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_file': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'test_or_ci': 1, 'comment_has_related_commit_context': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-28ce13ee6f352165", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 420446, "scanner": "foundry_dataset", "fingerprint": "b7962b634c630624e377cc5dc983019332999c8eac6174836072c56e2f1baf37", "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, "docs_or_claims": 2, "schema_or_data": 1, "source_or_other": 3, "partial blueprint fit": 3, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 49, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 7, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 7, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 7, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 30, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 7, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#968", "issue_number": "968", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-e3967fae47193092", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"test_or_ci": 4, "docs_or_claims": 8, "schema_or_data": 4, "source_or_other": 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: tsouza/cerberus\nThread: tsouza/cerberus#968\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: tsouza/cerberus\nThread: tsouza/cerberus#968\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#968\nRepo: tsouza/cerberus\nIssue/PR number: 968\nGraph consistency label: supported_by_high_confidence_link\nNodes: 30\nEdges: 49\nNode types: {'pr_file': 7, 'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'thread_touches_file': 7, 'comment_chain_touches_file': 7, 'issue_chain_touches_file': 7, 'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 5, 'source_or_other': 3, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'docs_or_claims': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'test_or_ci': 1, 'schema_or_data': 1, 'comment_has_related_commit_context': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-2412da5ed618417f", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 420445, "scanner": "foundry_dataset", "fingerprint": "354e60d237943a87157d6257e398fd04dfa11ffc1e7ce61b4f47eeae81914e00", "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, "partial blueprint fit": 3, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 31, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "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": 24, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#965", "issue_number": "965", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-4c4f35ccfabf47b2", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"test_or_ci": 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: supported_by_high_confidence_link\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#965\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: tsouza/cerberus\nThread: tsouza/cerberus#965\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#965\nRepo: tsouza/cerberus\nIssue/PR number: 965\nGraph consistency label: supported_by_high_confidence_link\nNodes: 24\nEdges: 31\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_file': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'test_or_ci': 1, 'comment_has_related_commit_context': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-aee774c3ee44cb25", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 420444, "scanner": "foundry_dataset", "fingerprint": "e9ef74e0ae1271d6bd079cfdc4aa216478d5ca9cdb2a60d5885d7c1a6ac51ac4", "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": 5, "test_ci_gap": 2, "docs_or_claims": 5, "schema_or_data": 1, "source_or_other": 17, "security_or_auth": 1, "partial blueprint fit": 3, "verification_or_tests": 7, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 6, "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": 115, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "thread_touches_file": 29, "alignment_uses_comment": 6, "alignment_uses_finding": 6, "chain_has_link_quality": 10, "comment_aligns_finding": 6, "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": 63, "node_types": {"repo": 1, "commit": 7, "thread": 1, "comment": 2, "pr_file": 29, "alignment": 6, "fix_outcome": 1, "issue_chain": 1, "link_quality": 10, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#962", "issue_number": "962", "quality_tiers": {"high_confidence": 4, "assumption_check": 6}, "repo_full_name": "tsouza/cerberus", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-fc5f494ae876acbb", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"test_or_ci": 25, "docs_or_claims": 25, "schema_or_data": 5, "source_or_other": 85, "security_or_auth": 5}}, "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: tsouza/cerberus\nThread: tsouza/cerberus#962\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: tsouza/cerberus\nThread: tsouza/cerberus#962\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#962\nRepo: tsouza/cerberus\nIssue/PR number: 962\nGraph consistency label: supported_by_high_confidence_link\nNodes: 63\nEdges: 115\nNode types: {'pr_file': 29, 'link_quality': 10, 'commit': 7, 'alignment': 6, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'thread_touches_file': 29, 'comment_chain_touches_file': 24, 'issue_chain_touches_file': 12, 'comment_chain_links_commit': 10, 'chain_has_link_quality': 10, 'alignment_uses_comment': 6, 'alignment_uses_finding': 6, 'comment_aligns_finding': 6, '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: {'source_or_other': 17, 'verification_or_tests': 7, 'blueprint_human_gap_alignment': 6, 'docs_or_claims': 5, 'test_or_ci': 5, 'ambiguous_needs_more_evidence': 4, 'partial blueprint fit': 3, 'test_ci_gap': 2, 'comment_has_related_commit_context': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_or_auth': 1, 'schema_or_data': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8}\nQuality tiers: {'assumption_check': 6, 'high_confidence': 4}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-0e6e8b8fb2c0d8c7", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 420443, "scanner": "foundry_dataset", "fingerprint": "ff51bf37717b3f6f3c60973694c95aadb9a381f8fe21085886a166449b5b10ba", "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_or_ci": 1, "test_ci_gap": 1, "partial blueprint fit": 3, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 31, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "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": 24, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#960", "issue_number": "960", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-74a61267ee6aef88", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"test_or_ci": 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: supported_by_verification_signal\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#960\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: tsouza/cerberus\nThread: tsouza/cerberus#960\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#960\nRepo: tsouza/cerberus\nIssue/PR number: 960\nGraph consistency label: supported_by_verification_signal\nNodes: 24\nEdges: 31\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_file': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'test_or_ci': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-df45845383a749c3", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 420442, "scanner": "foundry_dataset", "fingerprint": "f9b7504901eb8cf282cdd6f32dc0bb34a0911edeedca2732ecfb4b7fd0b3271f", "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": 3, "security_or_secrets": 2, "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": "tsouza/cerberus#957", "issue_number": "957", "quality_tiers": {"high_confidence": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-750ad94930768f4c", "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: tsouza/cerberus\nThread: tsouza/cerberus#957\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: tsouza/cerberus\nThread: tsouza/cerberus#957\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#957\nRepo: tsouza/cerberus\nIssue/PR number: 957\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': 3, 'claimed_resolved_unverified': 3, 'security_or_secrets': 2, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-09b4628ae8facc9e", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 420441, "scanner": "foundry_dataset", "fingerprint": "b526c2ce6f08ff2337c65bf8c2082c24b7efc058f532aa5bc65340ec6187fefa", "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": 3, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#956", "issue_number": "956", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-29f48b16f9908a72", "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: tsouza/cerberus\nThread: tsouza/cerberus#956\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: tsouza/cerberus\nThread: tsouza/cerberus#956\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#956\nRepo: tsouza/cerberus\nIssue/PR number: 956\nGraph consistency label: supported_by_high_confidence_link\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-12d37c77faaba81f", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 420440, "scanner": "foundry_dataset", "fingerprint": "95801d1b67c7a41e1451153f18168817b045b06de6e4cd75bf6cf160b989e199", "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": 3, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#955", "issue_number": "955", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-edcceb9e23836c83", "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: tsouza/cerberus\nThread: tsouza/cerberus#955\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: tsouza/cerberus\nThread: tsouza/cerberus#955\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#955\nRepo: tsouza/cerberus\nIssue/PR number: 955\nGraph consistency label: supported_by_high_confidence_link\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-4fa4d05bb83f7176", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 420439, "scanner": "foundry_dataset", "fingerprint": "d8fb215555bc2bb230966e50cebcb81ec9af48efad6997393ec20b34b0e18983", "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": 3, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#952", "issue_number": "952", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-b6712bd66fe0a0bf", "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: tsouza/cerberus\nThread: tsouza/cerberus#952\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: tsouza/cerberus\nThread: tsouza/cerberus#952\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#952\nRepo: tsouza/cerberus\nIssue/PR number: 952\nGraph consistency label: supported_by_high_confidence_link\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-533b425480f62212", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 420438, "scanner": "foundry_dataset", "fingerprint": "84bfd49305fbe282511a6a8005f193ecf3c5f34874a2138ee317ef1fd2210d0e", "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": 3, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#950", "issue_number": "950", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-ace7a6e840ced665", "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: tsouza/cerberus\nThread: tsouza/cerberus#950\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: tsouza/cerberus\nThread: tsouza/cerberus#950\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#950\nRepo: tsouza/cerberus\nIssue/PR number: 950\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-1401ddfe3ef38ebc", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 420437, "scanner": "foundry_dataset", "fingerprint": "f11ed292b43b59c133093e1b3fbaa6b842b01799bf151f6aa75fd11607c8693e", "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, "deployment_env_gap": 1, "partial blueprint fit": 3, "verification_or_tests": 7, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 3, "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": 38, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 7, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 28, "node_types": {"repo": 1, "commit": 7, "thread": 1, "comment": 2, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#949", "issue_number": "949", "quality_tiers": {"high_confidence": 4, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-203bcf0627e351c0", "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: tsouza/cerberus\nThread: tsouza/cerberus#949\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: tsouza/cerberus\nThread: tsouza/cerberus#949\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#949\nRepo: tsouza/cerberus\nIssue/PR number: 949\nGraph consistency label: supported_by_high_confidence_link\nNodes: 28\nEdges: 38\nNode types: {'commit': 7, 'link_quality': 7, 'alignment': 3, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 7, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 7, 'ambiguous_needs_more_evidence': 4, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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, 'deployment_env_gap': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8}\nQuality tiers: {'high_confidence': 4, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-2611dd5df4655930", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 420436, "scanner": "foundry_dataset", "fingerprint": "82ddc6e8438916b04a7699638b92f90176d85f1a3dda51fd702e31c508de1726", "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": 3, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#946", "issue_number": "946", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-fd8d86e34f885426", "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: tsouza/cerberus\nThread: tsouza/cerberus#946\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: tsouza/cerberus\nThread: tsouza/cerberus#946\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#946\nRepo: tsouza/cerberus\nIssue/PR number: 946\nGraph consistency label: supported_by_high_confidence_link\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-2ac16fde470a9d62", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 420435, "scanner": "foundry_dataset", "fingerprint": "be53c05eb8cccd58973c51c5f63f7e5d0faf4e682fe8659aad3b297768efe27b", "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": 3, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#945", "issue_number": "945", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-dd8bbe511415d0ee", "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: tsouza/cerberus\nThread: tsouza/cerberus#945\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: tsouza/cerberus\nThread: tsouza/cerberus#945\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#945\nRepo: tsouza/cerberus\nIssue/PR number: 945\nGraph consistency label: supported_by_high_confidence_link\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-0c9c896f55d2c10e", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 420434, "scanner": "foundry_dataset", "fingerprint": "e2b33de895b5cce2deaddae069c5ce8f6c12f0f070e71e81e93c351eb3d37055", "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": 3, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#943", "issue_number": "943", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-afd62a0fbe8a542d", "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: tsouza/cerberus\nThread: tsouza/cerberus#943\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: tsouza/cerberus\nThread: tsouza/cerberus#943\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#943\nRepo: tsouza/cerberus\nIssue/PR number: 943\nGraph consistency label: supported_by_high_confidence_link\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-db09e33718b608d6", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 420433, "scanner": "foundry_dataset", "fingerprint": "4ebba348fbd89b7c3d3d354fa8724dcec719828b340e4b1a6cc801928a2ba225", "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": 3, "test_ci_gap": 1, "partial blueprint fit": 3, "verification_or_tests": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#938", "issue_number": "938", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-182f150dc6884717", "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: tsouza/cerberus\nThread: tsouza/cerberus#938\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: tsouza/cerberus\nThread: tsouza/cerberus#938\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#938\nRepo: tsouza/cerberus\nIssue/PR number: 938\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'verification_or_tests': 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}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-a82727593861d4e5", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 420432, "scanner": "foundry_dataset", "fingerprint": "33872a0c04754c36f28355df0261b0b9e04fc6837b856ecab4f9e96d49e0b732", "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, "dependency_or_build": 2, "partial blueprint fit": 3, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#935", "issue_number": "935", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-c15f6bb8b5b6394e", "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: tsouza/cerberus\nThread: tsouza/cerberus#935\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: tsouza/cerberus\nThread: tsouza/cerberus#935\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#935\nRepo: tsouza/cerberus\nIssue/PR number: 935\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'dependency_or_build': 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}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-d9a189584e09d718", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 420431, "scanner": "foundry_dataset", "fingerprint": "3dfc6057809467c23865b52aa58849da466d9b0459ddf101e1ebe51b242c4e5a", "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": 3, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#934", "issue_number": "934", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-0f816cb1e320f326", "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: tsouza/cerberus\nThread: tsouza/cerberus#934\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: tsouza/cerberus\nThread: tsouza/cerberus#934\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#934\nRepo: tsouza/cerberus\nIssue/PR number: 934\nGraph consistency label: supported_by_high_confidence_link\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-025e2409ced6d728", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 420430, "scanner": "foundry_dataset", "fingerprint": "8ad1e0f6597e2c0a053556e646790d5c0dc5300cd8814f739564d30796874093", "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, "dependency_or_build": 2, "partial blueprint fit": 3, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#933", "issue_number": "933", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-dbe36bf6c63c84e8", "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: tsouza/cerberus\nThread: tsouza/cerberus#933\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: tsouza/cerberus\nThread: tsouza/cerberus#933\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#933\nRepo: tsouza/cerberus\nIssue/PR number: 933\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'dependency_or_build': 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}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-b9938f554874b688", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 420429, "scanner": "foundry_dataset", "fingerprint": "855b9367e7adbee0b9b74f9a17bfa092e6a1484407a094af6b16da2e3f4013e6", "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, "dependency_or_build": 2, "partial blueprint fit": 3, "verification_or_tests": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#932", "issue_number": "932", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-75795fa91cb4a39f", "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: tsouza/cerberus\nThread: tsouza/cerberus#932\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: tsouza/cerberus\nThread: tsouza/cerberus#932\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#932\nRepo: tsouza/cerberus\nIssue/PR number: 932\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'verification_or_tests': 2, 'dependency_or_build': 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, 'bug_fix': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-35e4506f6ad2ca5f", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 420428, "scanner": "foundry_dataset", "fingerprint": "91fce378cf670cd36dd8e44b1a1d990cbe190503ebdaca7dea893e9e053a9249", "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, "dependency_or_build": 1, "partial blueprint fit": 3, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#931", "issue_number": "931", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-3617d9d2496f9242", "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: tsouza/cerberus\nThread: tsouza/cerberus#931\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: tsouza/cerberus\nThread: tsouza/cerberus#931\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#931\nRepo: tsouza/cerberus\nIssue/PR number: 931\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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, 'dependency_or_build': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-9f582055e995c9b4", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 420427, "scanner": "foundry_dataset", "fingerprint": "236ffa46c4e46e482bfacc6c32a76946515166f3b06f1dd15a5e0ebf3de014b2", "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, "dependency_or_build": 1, "partial blueprint fit": 3, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#928", "issue_number": "928", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-2b5f5e3f8f4c8046", "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: tsouza/cerberus\nThread: tsouza/cerberus#928\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: tsouza/cerberus\nThread: tsouza/cerberus#928\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#928\nRepo: tsouza/cerberus\nIssue/PR number: 928\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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, 'dependency_or_build': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-6bb0914c68c11c93", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 420426, "scanner": "foundry_dataset", "fingerprint": "dd5ba4e4c9fc8e237848c370d37be67bfe924fb8e5549b1c687872f6e5dbbba5", "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, "dependency_or_build": 1, "partial blueprint fit": 3, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#926", "issue_number": "926", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-6eefa0a8704b6aa9", "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: tsouza/cerberus\nThread: tsouza/cerberus#926\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: tsouza/cerberus\nThread: tsouza/cerberus#926\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#926\nRepo: tsouza/cerberus\nIssue/PR number: 926\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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, 'dependency_or_build': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-a3f9a6b925c0df3e", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 420425, "scanner": "foundry_dataset", "fingerprint": "df415f5637d07672a89b8e339dea788281ed79be20cba04dca38a5f45d8d99b1", "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, "dependency_or_build": 2, "partial blueprint fit": 3, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#922", "issue_number": "922", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-ccdd07684aec4947", "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: tsouza/cerberus\nThread: tsouza/cerberus#922\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: tsouza/cerberus\nThread: tsouza/cerberus#922\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#922\nRepo: tsouza/cerberus\nIssue/PR number: 922\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'dependency_or_build': 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}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-dcd5745795091bcc", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 420424, "scanner": "foundry_dataset", "fingerprint": "3a703b25a1e2a5097febd4323c2a64c2827725c3d7d3bfdf847f1b69b4b81c39", "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, "dependency_or_build": 1, "partial blueprint fit": 3, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#919", "issue_number": "919", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-5322ebc7d2cf3f72", "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: tsouza/cerberus\nThread: tsouza/cerberus#919\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: tsouza/cerberus\nThread: tsouza/cerberus#919\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#919\nRepo: tsouza/cerberus\nIssue/PR number: 919\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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, 'dependency_or_build': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-361c8c560323ecc1", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 420423, "scanner": "foundry_dataset", "fingerprint": "6e355f9aee55c4e443c977ae582307aca29396c5983b610a1a28baefa45d74a4", "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, "dependency_or_build": 2, "partial blueprint fit": 3, "verification_or_tests": 6, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 6, "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": {"claimed_resolved_with_verification_signal": 8}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 50, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 6, "alignment_uses_finding": 6, "chain_has_link_quality": 10, "comment_aligns_finding": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 36, "node_types": {"repo": 1, "commit": 9, "thread": 1, "comment": 2, "alignment": 6, "fix_outcome": 1, "issue_chain": 1, "link_quality": 10, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#917", "issue_number": "917", "quality_tiers": {"assumption_check": 6, "weak_supervision": 4}, "repo_full_name": "tsouza/cerberus", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-2f3bb182980fde9b", "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: tsouza/cerberus\nThread: tsouza/cerberus#917\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: tsouza/cerberus\nThread: tsouza/cerberus#917\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#917\nRepo: tsouza/cerberus\nIssue/PR number: 917\nGraph consistency label: supported_by_verification_signal\nNodes: 36\nEdges: 50\nNode types: {'link_quality': 10, 'commit': 9, 'alignment': 6, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 10, 'alignment_uses_comment': 6, 'alignment_uses_finding': 6, 'comment_aligns_finding': 6, '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': 6, 'blueprint_human_gap_alignment': 6, 'claimed_resolved_with_verification_signal': 4, 'partial blueprint fit': 3, 'test_ci_gap': 2, 'human_reported_issue_then_verified_fix_attempt': 2, 'dependency_or_build': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'bug_fix': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 8}\nQuality tiers: {'assumption_check': 6, 'weak_supervision': 4}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-ac4caf3af309232f", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 420422, "scanner": "foundry_dataset", "fingerprint": "b35b3d43f8860ec17dbf889311ff3dc99cd266b64059dab1326e60a9955e2f16", "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, "dependency_or_build": 2, "partial blueprint fit": 3, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#916", "issue_number": "916", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-f47047671ac05ef2", "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: tsouza/cerberus\nThread: tsouza/cerberus#916\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: tsouza/cerberus\nThread: tsouza/cerberus#916\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#916\nRepo: tsouza/cerberus\nIssue/PR number: 916\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'dependency_or_build': 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}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-fde558c9846131aa", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 420421, "scanner": "foundry_dataset", "fingerprint": "6835c72941c74fd7ca5aa57685b0bc1478d8432c11779e5add31ee6f1a352401", "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, "dependency_or_build": 2, "partial blueprint fit": 3, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#911", "issue_number": "911", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-cf6a31fba51bf973", "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: tsouza/cerberus\nThread: tsouza/cerberus#911\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: tsouza/cerberus\nThread: tsouza/cerberus#911\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#911\nRepo: tsouza/cerberus\nIssue/PR number: 911\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'dependency_or_build': 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}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-c0b73fb57ded2253", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 420420, "scanner": "foundry_dataset", "fingerprint": "cff14d152dab6bd551c3d9674dcae18db1ecd1f420cb7fd6c89ded99f9c1f056", "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, "dependency_or_build": 2, "partial blueprint fit": 3, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#910", "issue_number": "910", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-d370394876318c80", "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: tsouza/cerberus\nThread: tsouza/cerberus#910\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: tsouza/cerberus\nThread: tsouza/cerberus#910\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#910\nRepo: tsouza/cerberus\nIssue/PR number: 910\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'dependency_or_build': 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}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-6267fde497805c22", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 420419, "scanner": "foundry_dataset", "fingerprint": "a9eb3c8abd6b8de5b629b5088e314fed313fd202e24c88eb2a6fc725434cb5ef", "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, "dependency_or_build": 2, "partial blueprint fit": 3, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#909", "issue_number": "909", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-4485603f05767ee8", "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: tsouza/cerberus\nThread: tsouza/cerberus#909\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: tsouza/cerberus\nThread: tsouza/cerberus#909\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#909\nRepo: tsouza/cerberus\nIssue/PR number: 909\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'dependency_or_build': 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}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-64e4dac8c05abe93", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 420418, "scanner": "foundry_dataset", "fingerprint": "f0afb14a51f140c5ac324cd67ba6ecde59411427af49f596a0c0bee231b80093", "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": 3, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#908", "issue_number": "908", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-994fd91065622f43", "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: tsouza/cerberus\nThread: tsouza/cerberus#908\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: tsouza/cerberus\nThread: tsouza/cerberus#908\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#908\nRepo: tsouza/cerberus\nIssue/PR number: 908\nGraph consistency label: supported_by_high_confidence_link\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-8029843ef3f80f90", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 420417, "scanner": "foundry_dataset", "fingerprint": "2409a2954bf6b70fc5c7873d6178a75a4a2ca0d13b5dc62efeb321aadd60b6b2", "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, "dependency_or_build": 2, "partial blueprint fit": 3, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#907", "issue_number": "907", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-f3d4e958a73b642a", "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: tsouza/cerberus\nThread: tsouza/cerberus#907\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: tsouza/cerberus\nThread: tsouza/cerberus#907\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#907\nRepo: tsouza/cerberus\nIssue/PR number: 907\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'dependency_or_build': 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}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-84afa2eed0288d3c", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 420416, "scanner": "foundry_dataset", "fingerprint": "d4d1a55cbe53a2fe7866879e293808722204a153349bcef34e20899199bd5ecc", "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": {"data_schema": 1, "test_ci_gap": 1, "dependency_or_build": 2, "generated_provenance": 1, "partial blueprint fit": 3, "verification_or_tests": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#905", "issue_number": "905", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-db4bd75572ea8a86", "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: tsouza/cerberus\nThread: tsouza/cerberus#905\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: tsouza/cerberus\nThread: tsouza/cerberus#905\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#905\nRepo: tsouza/cerberus\nIssue/PR number: 905\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'dependency_or_build': 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, 'data_schema': 1, 'generated_provenance': 1, 'verification_or_tests': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-f4ee954372416269", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 420415, "scanner": "foundry_dataset", "fingerprint": "c81cf4d1bdec381815245f3127272d9ed17961f1a82b409dfb224f9a623cec54", "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, "dependency_or_build": 2, "partial blueprint fit": 3, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#902", "issue_number": "902", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-a0788c478ed7de42", "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: tsouza/cerberus\nThread: tsouza/cerberus#902\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: tsouza/cerberus\nThread: tsouza/cerberus#902\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#902\nRepo: tsouza/cerberus\nIssue/PR number: 902\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'dependency_or_build': 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}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-dbf897536c9c2226", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 420414, "scanner": "foundry_dataset", "fingerprint": "52445e9641d8f3a790ee9b6f77389252aa2e995b5d474bc5b4ab9f8b48e5544f", "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, "dependency_or_build": 2, "partial blueprint fit": 3, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#893", "issue_number": "893", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-0336c270a9af6f68", "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: tsouza/cerberus\nThread: tsouza/cerberus#893\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: tsouza/cerberus\nThread: tsouza/cerberus#893\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#893\nRepo: tsouza/cerberus\nIssue/PR number: 893\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'dependency_or_build': 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}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-7fa8e39a3add88ea", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 420413, "scanner": "foundry_dataset", "fingerprint": "fe9b6a83af17fa036b3789aa328f03b3d6398e4cfafb74cfe6bac59d66124c3d", "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": {"data_schema": 1, "test_ci_gap": 1, "dependency_or_build": 2, "partial blueprint fit": 3, "verification_or_tests": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#890", "issue_number": "890", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-bd5c41f3f89131da", "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: tsouza/cerberus\nThread: tsouza/cerberus#890\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: tsouza/cerberus\nThread: tsouza/cerberus#890\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#890\nRepo: tsouza/cerberus\nIssue/PR number: 890\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'verification_or_tests': 2, 'dependency_or_build': 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, 'data_schema': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-06947d4e0261796d", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 420412, "scanner": "foundry_dataset", "fingerprint": "b4f5dc4cd14f58a72252c0e42381ed6e042903db9cd79d5c216ce534c60a8bdf", "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, "dependency_or_build": 2, "partial blueprint fit": 3, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#889", "issue_number": "889", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-031846ded322a84e", "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: tsouza/cerberus\nThread: tsouza/cerberus#889\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: tsouza/cerberus\nThread: tsouza/cerberus#889\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#889\nRepo: tsouza/cerberus\nIssue/PR number: 889\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'dependency_or_build': 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}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-32b16c3a353f4c72", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 420411, "scanner": "foundry_dataset", "fingerprint": "337baa5c3d71fd7b37896051d4c35b25802e616c2334a6b5b2fc2e9908f5f993", "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, "dependency_or_build": 2, "partial blueprint fit": 3, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#887", "issue_number": "887", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-759ab3d6b7bd4bdb", "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: tsouza/cerberus\nThread: tsouza/cerberus#887\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: tsouza/cerberus\nThread: tsouza/cerberus#887\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#887\nRepo: tsouza/cerberus\nIssue/PR number: 887\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'dependency_or_build': 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}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-ae2074628ae28bb1", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 420410, "scanner": "foundry_dataset", "fingerprint": "d60001e5e57f243087b52941a97d251911d2b5e80c64e7f245a20381cb8e45b0", "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": 3, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#873", "issue_number": "873", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-231377fc2e33fe19", "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: tsouza/cerberus\nThread: tsouza/cerberus#873\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: tsouza/cerberus\nThread: tsouza/cerberus#873\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#873\nRepo: tsouza/cerberus\nIssue/PR number: 873\nGraph consistency label: weak_supervision_needs_review\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-2ec5feeadc425aca", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 420409, "scanner": "foundry_dataset", "fingerprint": "8822f23fc535d493c473a6f72e29e49eed426bb20f17a4f9ea584e1b3fdb387a", "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, "dependency_or_build": 1, "partial blueprint fit": 3, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#851", "issue_number": "851", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-d173273a21c93db6", "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: tsouza/cerberus\nThread: tsouza/cerberus#851\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: tsouza/cerberus\nThread: tsouza/cerberus#851\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#851\nRepo: tsouza/cerberus\nIssue/PR number: 851\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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, 'dependency_or_build': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-edb3d8a54a08cecb", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 420408, "scanner": "foundry_dataset", "fingerprint": "151a82688504c43cb76951d4c387332d848eeaa87fd31fa122450d03174f9d47", "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, "dependency_or_build": 1, "partial blueprint fit": 3, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#701", "issue_number": "701", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-bfc1f73f337281db", "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: tsouza/cerberus\nThread: tsouza/cerberus#701\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: tsouza/cerberus\nThread: tsouza/cerberus#701\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#701\nRepo: tsouza/cerberus\nIssue/PR number: 701\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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, 'dependency_or_build': 1, 'bug_fix': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-8e8c2922aa03c903", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 420407, "scanner": "foundry_dataset", "fingerprint": "baf4c653cfbd3dea041c4e5358810dd9d18335b124772a1249cefc81bc0c61ac", "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": 3, "verification_or_tests": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 20, "node_types": {"repo": 1, "commit": 2, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#122", "issue_number": "122", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-b758b323059c8c8b", "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: tsouza/cerberus\nThread: tsouza/cerberus#122\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: tsouza/cerberus\nThread: tsouza/cerberus#122\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#122\nRepo: tsouza/cerberus\nIssue/PR number: 122\nGraph consistency label: weak_supervision_needs_review\nNodes: 20\nEdges: 25\nNode types: {'link_quality': 6, 'alignment': 3, 'blueprint_finding': 3, 'commit': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-3d93d17d3b3185dd", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 420406, "scanner": "foundry_dataset", "fingerprint": "8b4e08b0286d3f5645802370a406223d79b1c2c86c7cb8ea9947f9ff7cddd0cc", "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": 3, "verification_or_tests": 5, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#115", "issue_number": "115", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-b2eb24f0a9059a3f", "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: tsouza/cerberus\nThread: tsouza/cerberus#115\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: tsouza/cerberus\nThread: tsouza/cerberus#115\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#115\nRepo: tsouza/cerberus\nIssue/PR number: 115\nGraph consistency label: weak_supervision_needs_review\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-48467d6d8c0e5569", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 411302, "scanner": "foundry_dataset", "fingerprint": "43fd4f4ad7142f1885fe48ea2bd2ef1f73d431aa0a2385caadc799fb26bcbc9b", "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": {"docs_or_claims": 2, "schema_or_data": 2, "source_or_other": 11, "partial blueprint fit": 3, "verification_or_tests": 5, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 67, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 15, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "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": 38, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 15, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#978", "issue_number": "978", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-06bb5d448647e735", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {"docs_or_claims": 8, "schema_or_data": 8, "source_or_other": 44}}, "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: tsouza/cerberus\nThread: tsouza/cerberus#978\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: tsouza/cerberus\nThread: tsouza/cerberus#978\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#978\nRepo: tsouza/cerberus\nIssue/PR number: 978\nGraph consistency label: weak_supervision_needs_review\nNodes: 38\nEdges: 67\nNode types: {'pr_file': 15, 'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'thread_touches_file': 15, 'comment_chain_touches_file': 12, 'issue_chain_touches_file': 12, 'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'source_or_other': 11, 'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'docs_or_claims': 2, 'schema_or_data': 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}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-8cba852999813ce6", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 411301, "scanner": "foundry_dataset", "fingerprint": "eecc7e1b56f2c87a13b4d88ab5408782a7590e08c1b8ce6892be06bf200f4aaa", "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": 3, "verification_or_tests": 5, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#954", "issue_number": "954", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-0d0afde5a105b7e9", "graph_gold_label": "supported_by_high_confidence_link", "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_high_confidence_link\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#954\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: tsouza/cerberus\nThread: tsouza/cerberus#954\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#954\nRepo: tsouza/cerberus\nIssue/PR number: 954\nGraph consistency label: supported_by_high_confidence_link\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-377621130e0ec29c", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 411300, "scanner": "foundry_dataset", "fingerprint": "d6aa60463ef9a439676bef2d941611c4eabd2d729be08f00831532eee22c745b", "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": 3, "verification_or_tests": 5, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#953", "issue_number": "953", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-9e3019bedc9040ff", "graph_gold_label": "supported_by_high_confidence_link", "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_high_confidence_link\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#953\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: tsouza/cerberus\nThread: tsouza/cerberus#953\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#953\nRepo: tsouza/cerberus\nIssue/PR number: 953\nGraph consistency label: supported_by_high_confidence_link\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-d9163e2d438874d5", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 411299, "scanner": "foundry_dataset", "fingerprint": "0f991306fd81651643b34ff1bbcf264481bc17e179f1cdcc146c48f5722b9073", "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": 3, "verification_or_tests": 4, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#951", "issue_number": "951", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-e9bf4153b7aae808", "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: tsouza/cerberus\nThread: tsouza/cerberus#951\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: tsouza/cerberus\nThread: tsouza/cerberus#951\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#951\nRepo: tsouza/cerberus\nIssue/PR number: 951\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-5cdb110cf3c5be6a", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 411298, "scanner": "foundry_dataset", "fingerprint": "5928516a69f20f1cca205ada9937760d3fc86b88065e81717b1c0a9a53c0fb7b", "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": 3, "verification_or_tests": 4, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#948", "issue_number": "948", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-9df38d16b3a0ab2b", "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: tsouza/cerberus\nThread: tsouza/cerberus#948\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: tsouza/cerberus\nThread: tsouza/cerberus#948\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#948\nRepo: tsouza/cerberus\nIssue/PR number: 948\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-ad3940503c3eebb2", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 411297, "scanner": "foundry_dataset", "fingerprint": "35e5bf9a7ecb6a77b448183078af5945d4881f46e3b0d35e3d810ced1b91fc3c", "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": 3, "verification_or_tests": 4, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#944", "issue_number": "944", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-bc2815c436e68a16", "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: tsouza/cerberus\nThread: tsouza/cerberus#944\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: tsouza/cerberus\nThread: tsouza/cerberus#944\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#944\nRepo: tsouza/cerberus\nIssue/PR number: 944\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-827bceb7d597341c", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 411296, "scanner": "foundry_dataset", "fingerprint": "f31bd7fd318195ade11a84c87f341b1d570cab5ef6b9679eb1fb6d2412fe96ae", "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": 3, "verification_or_tests": 5, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#942", "issue_number": "942", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-f3cc2920ee2fc91b", "graph_gold_label": "supported_by_high_confidence_link", "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_high_confidence_link\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#942\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: tsouza/cerberus\nThread: tsouza/cerberus#942\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#942\nRepo: tsouza/cerberus\nIssue/PR number: 942\nGraph consistency label: supported_by_high_confidence_link\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-4ef769237e1e973a", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 411295, "scanner": "foundry_dataset", "fingerprint": "7692c5ac1a8becd491668ab25e5301d0127c50f10565bccd03e7c651a250daed", "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": 3, "verification_or_tests": 5, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#941", "issue_number": "941", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-2ec7c277b9014faa", "graph_gold_label": "supported_by_high_confidence_link", "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_high_confidence_link\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#941\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: tsouza/cerberus\nThread: tsouza/cerberus#941\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#941\nRepo: tsouza/cerberus\nIssue/PR number: 941\nGraph consistency label: supported_by_high_confidence_link\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-9e5930a53b2cf8f3", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 411294, "scanner": "foundry_dataset", "fingerprint": "ba422e3634ee10f3bcb394cb6c2a894efc1de02346fb07e9c1087d5a58328718", "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": {"data_schema": 1, "generated_provenance": 1, "partial blueprint fit": 3, "verification_or_tests": 3, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#937", "issue_number": "937", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-e334c655b3507477", "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: tsouza/cerberus\nThread: tsouza/cerberus#937\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: tsouza/cerberus\nThread: tsouza/cerberus#937\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#937\nRepo: tsouza/cerberus\nIssue/PR number: 937\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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, 'generated_provenance': 1, 'data_schema': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-a72dd7bb5892aab4", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 411293, "scanner": "foundry_dataset", "fingerprint": "e2bed3810970e75696b706431ef0610fb3c3009e6b8069fb961e74c4efebbd6a", "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, "data_schema": 1, "partial blueprint fit": 3, "verification_or_tests": 3, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#896", "issue_number": "896", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-ae5fdbc9391f6af7", "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: tsouza/cerberus\nThread: tsouza/cerberus#896\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: tsouza/cerberus\nThread: tsouza/cerberus#896\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#896\nRepo: tsouza/cerberus\nIssue/PR number: 896\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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, 'data_schema': 1, 'bug_fix': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-d6d744118d4de119", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 411292, "scanner": "foundry_dataset", "fingerprint": "29ce0a80504fcc89393ecf30c884edf080479e916ee026164381ce8ae9121dd7", "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, "generated_provenance": 1, "partial blueprint fit": 3, "verification_or_tests": 3, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#895", "issue_number": "895", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-53b105a7dbc8f9f5", "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: tsouza/cerberus\nThread: tsouza/cerberus#895\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: tsouza/cerberus\nThread: tsouza/cerberus#895\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#895\nRepo: tsouza/cerberus\nIssue/PR number: 895\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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, 'generated_provenance': 1, 'bug_fix': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-29cc9e228bf351d3", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 411291, "scanner": "foundry_dataset", "fingerprint": "47897fbb243a10485e9627b74eadcb111ea49c29bef347fec20edc14dda5329f", "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": {"generated_provenance": 1, "partial blueprint fit": 3, "verification_or_tests": 4, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#894", "issue_number": "894", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-5cbf45305a3e10d2", "graph_gold_label": "supported_by_high_confidence_link", "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_high_confidence_link\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#894\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: tsouza/cerberus\nThread: tsouza/cerberus#894\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#894\nRepo: tsouza/cerberus\nIssue/PR number: 894\nGraph consistency label: supported_by_high_confidence_link\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 4, 'ambiguous_needs_more_evidence': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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, 'generated_provenance': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-8e9f7d33a2eb98ce", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 411290, "scanner": "foundry_dataset", "fingerprint": "1ff295b68ab8c28cbd34102388fd79a869494ea33c2f2e1eb127838fc5660e3a", "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": {"data_schema": 1, "partial blueprint fit": 3, "verification_or_tests": 4, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#891", "issue_number": "891", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-a0d8179b11dbfac3", "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: tsouza/cerberus\nThread: tsouza/cerberus#891\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: tsouza/cerberus\nThread: tsouza/cerberus#891\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#891\nRepo: tsouza/cerberus\nIssue/PR number: 891\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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, 'data_schema': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-645ade5851853c6c", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 411289, "scanner": "foundry_dataset", "fingerprint": "275fc808af87d4d53406a54bcfac9bf4d5d7287df8c1b6dbb98f8e15e171bb0a", "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": 3, "verification_or_tests": 4, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#888", "issue_number": "888", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-97c6e60334bbe410", "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: tsouza/cerberus\nThread: tsouza/cerberus#888\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: tsouza/cerberus\nThread: tsouza/cerberus#888\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#888\nRepo: tsouza/cerberus\nIssue/PR number: 888\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 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: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-687d7637f592bcae", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 411288, "scanner": "foundry_dataset", "fingerprint": "040aeaf25bea8b13606a0ee40d97d8b03a2963e36c7cebfbd41393f2131bf58d", "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": {"data_schema": 1, "dependency_or_build": 1, "partial blueprint fit": 3, "verification_or_tests": 3, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 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": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#880", "issue_number": "880", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-9ac73c47e0058cbd", "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: tsouza/cerberus\nThread: tsouza/cerberus#880\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: tsouza/cerberus\nThread: tsouza/cerberus#880\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#880\nRepo: tsouza/cerberus\nIssue/PR number: 880\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 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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": "tsouza/cerberus#774", "human_labels": ["security_auth_secret"], "issue_number": "774", "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": "tsouza/cerberus", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-6d4f6240ffe931b1", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_unresolved", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#774\nOutcome: not_resolved_or_not_observed\nThread label: thread_has_human_issue_without_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_unresolved, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: tsouza/cerberus#774\nRepo: tsouza/cerberus\nThread label: thread_has_human_issue_without_fix_context\nOutcome: not_resolved_or_not_observed\nComment count: 5\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: 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\"review_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/774#discussion_r3392939878\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: review_comment\\nRepo: tsouza/cerberus\\nAuthor: github-advanced-security[bot] (Bot)\\nURL: https://github.com/tsouza/cerberus/pull/774#discussion_r3392939878\\nTitle: \\nBody:\\n## CodeQL / Incorrect conversion between integer types\\n\\nIncorrect conversion of an integer with architecture-dependent bit size from [strconv.Atoi](1) to a lower bit size type uint32 without an upper bound check.\\n\\n[Show more details](https://github.com/tsouza/cerberus/security/code-scanning/3)\"\n  },\n  {\n    \"id\": \"github-feedback-comment-2fe9330158b62d33\",\n    \"kind\": \"review_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/774#discussion_r3392964203\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: review_comment\\nRepo: tsouza/cerberus\\nAuthor: github-advanced-security[bot] (Bot)\\nURL: https://github.com/tsouza/cerberus/pull/774#discussion_r3392964203\\nTitle: \\nBody:\\n## CodeQL / Incorrect conversion between integer types\\n\\nIncorrect conversion of an unsigned 32-bit integer from [strconv.ParseUint](1)\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tsouza/cerberus", "source_id": "comment-chain-pattern-bad_chains-521503d6b0935d35", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: tsouza/cerberus"}, "properties": {"repobilityId": 391608, "scanner": "foundry_dataset", "fingerprint": "3a32e3e0054f9631346e8b33546c9c6c70d57a4384a6def043dedf5dd2a46985", "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": "tsouza/cerberus#670", "human_labels": ["agent_instruction_gap"], "issue_number": "670", "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": "tsouza/cerberus", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-f0e77c7ac46eab3b", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_unresolved"], "linked_ci_commit_count": 0, "verification_artifact_count": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#670\nOutcome: not_resolved_or_not_observed\nThread label: thread_has_human_issue_without_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_unresolved\nChain evidence:\nIssue/PR evidence chain: tsouza/cerberus#670\nRepo: tsouza/cerberus\nThread label: thread_has_human_issue_without_fix_context\nOutcome: not_resolved_or_not_observed\nComment count: 1\nLinked commit count: 0\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-64b698b2c26c32f5\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/670#issuecomment-4505983626\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/670#issuecomment-4505983626\\nTitle: \\nBody:\\nClosing: maintainer prefers to keep this design doc local (saved at ~/.claude/plans/e2e-enhance.md) rather than checked into the repo. The phased rollout plan stands; implementation will follow without the doc as a permanent artifact.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-b8a73491526d8398\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\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_verification\": 2, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 2, \"docs\": 6}\nHelicopter views: {\"graphs\": 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/tsouza/cerberus", "source_id": "comment-chain-pattern-bad_chains-f617e8723ac62d33", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: tsouza/cerberus"}, "properties": {"repobilityId": 391607, "scanner": "foundry_dataset", "fingerprint": "5f81351772fe724b16e654b5065ec478f2bcf18f4a062cfff8a4754e57781bf8", "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": "tsouza/cerberus#4", "human_labels": ["api_integration_gap", "human_feedback_general"], "issue_number": "4", "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": "tsouza/cerberus", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-55a53de45c814044", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_unresolved", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#4\nOutcome: not_resolved_or_not_observed\nThread label: thread_has_human_issue_without_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_unresolved, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: tsouza/cerberus#4\nRepo: tsouza/cerberus\nThread label: thread_has_human_issue_without_fix_context\nOutcome: not_resolved_or_not_observed\nComment count: 2\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'api_integration_gap': 1, 'human_feedback_general': 1}\nPolarities: {'bad': 1, 'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-8803e6b74623212b\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/4#issuecomment-4423249322\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: tsouza/cerberus\\nAuthor: dependabot[bot] (Bot)\\nURL: https://github.com/tsouza/cerberus/pull/4#issuecomment-4423249322\\nTitle: \\nBody:\\n### Labels\\n\\nThe following labels could not be found: `dependencies`, `github-actions`. Please create them before Dependabot can add them to a pull request.\\n\\n\\nPlease fix the above issues or remove invalid values from `dependabot.yml`.\"\n  },\n  {\n    \"id\": \"github-feedback-comment-5e6f34374a946255\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/4#issuecomment-4423459565\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: tsouza/cerberus\\nAuthor: dependabot[bot] (Bot)\\nURL: https://github.com/tsouza/cerberus/pull/4#issuecomment-4423459565\\nTitle: \\nBody:\\nLooks like codecov/codecov-action is no longer a dependency, so this is no longer needed.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-0000a1dcf4f8fc1c\", \"evidence-chain-comment_to_commit-f91df58cc6edeafa\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\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_verification\": 2, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_graphs_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\": 2, \"docs\": 6}\nHelicopter views: {\"graphs\": 2}\nBundle labels: {\"source_backed_fake_real_verificati\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tsouza/cerberus", "source_id": "comment-chain-pattern-bad_chains-317733eae4217388", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: tsouza/cerberus"}, "properties": {"repobilityId": 391606, "scanner": "foundry_dataset", "fingerprint": "7a5354e981d353a85965b167a49aa3f3256bba39e252e37888fb49f10946f8f0", "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": "tsouza/cerberus#3", "human_labels": ["api_integration_gap", "security_auth_secret"], "issue_number": "3", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "not_resolved_or_not_observed", "source_backed": true, "max_confidence": 0.61, "repo_full_name": "tsouza/cerberus", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-95cee949d3989b60", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#3\nOutcome: not_resolved_or_not_observed\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: tsouza/cerberus#3\nRepo: tsouza/cerberus\nThread label: thread_has_human_issue_and_fix_context\nOutcome: not_resolved_or_not_observed\nComment count: 2\nLinked commit count: 2\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-feada2f00a350ae9\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/3#issuecomment-4423248987\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: tsouza/cerberus\\nAuthor: dependabot[bot] (Bot)\\nURL: https://github.com/tsouza/cerberus/pull/3#issuecomment-4423248987\\nTitle: \\nBody:\\n### Labels\\n\\nThe following labels could not be found: `dependencies`, `github-actions`. Please create them before Dependabot can add them to a pull request.\\n\\n\\nPlease fix the above issues or remove invalid values from `dependabot.yml`.\"\n  },\n  {\n    \"id\": \"github-feedback-comment-38aca2cd64938662\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/3#issuecomment-4423676491\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_comment\\nRepo: tsouza/cerberus\\nAuthor: dependabot[bot] (Bot)\\nURL: https://github.com/tsouza/cerberus/pull/3#issuecomment-4423676491\\nTitle: \\nBody:\\nOK, I won't notify you again about this release, but will get in touch when a new version is available. If you'd rather skip all updates until the next major or minor version, let me know by commenting `@dependabot ignore this major version` or `@dependabot ignore this minor version`. You can also ignore all major, minor, or patch releases for a dependency by adding an [`ignore` condition](https://docs.github.com/en/code-security/supply-chain-security/configuration-options-for-dependency-updates#ignore) with the desired `update_types` to your config file.\\n\\nIf you change your mind, just re-open this PR and I'll resolve any conflicts on it.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-1b93fee4023be890\", \"evidence-chain-comment_to_commit-ba6a150f994f0664\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tsouza/cerberus\nGraph label: source_backed_multi_signal_graph\nNodes: 14\nEdges: 22\nNode types: {\"cooccurrence_profile\": 1, \"github_r\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tsouza/cerberus", "source_id": "comment-chain-pattern-bad_chains-09314affd9b7dce6", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: tsouza/cerberus"}, "properties": {"repobilityId": 391605, "scanner": "foundry_dataset", "fingerprint": "012a401fe6a3312d9d5163033e91f8b3a0f0a4ab43429210ee564e66c9085900", "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": "tsouza/cerberus#2", "human_labels": ["api_integration_gap", "human_feedback_general", "security_auth_secret"], "issue_number": "2", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "not_resolved_or_not_observed", "source_backed": true, "max_confidence": 0.61, "repo_full_name": "tsouza/cerberus", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-48977810bff357d0", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#2\nOutcome: not_resolved_or_not_observed\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: tsouza/cerberus#2\nRepo: tsouza/cerberus\nThread label: thread_has_human_issue_and_fix_context\nOutcome: not_resolved_or_not_observed\nComment count: 3\nLinked commit count: 3\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'api_integration_gap': 1, 'security_auth_secret': 1, 'human_feedback_general': 1}\nPolarities: {'bad': 2, 'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-41389a03fbd398bf\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/2#issuecomment-4423248708\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: tsouza/cerberus\\nAuthor: dependabot[bot] (Bot)\\nURL: https://github.com/tsouza/cerberus/pull/2#issuecomment-4423248708\\nTitle: \\nBody:\\n### Labels\\n\\nThe following labels could not be found: `dependencies`, `github-actions`. Please create them before Dependabot can add them to a pull request.\\n\\n\\nPlease fix the above issues or remove invalid values from `dependabot.yml`.\"\n  },\n  {\n    \"id\": \"github-feedback-comment-b9fb22f8e314ff3b\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/2#issuecomment-4423675990\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_comment\\nRepo: tsouza/cerberus\\nAuthor: dependabot[bot] (Bot)\\nURL: https://github.com/tsouza/cerberus/pull/2#issuecomment-4423675990\\nTitle: \\nBody:\\nOK, I won't notify you again about this release, but will get in touch when a new version is available. If you'd rather skip all updates until the next major or minor version, let me know by commenting `@dependabot ignore this major version` or `@dependabot ignore this minor version`. You can also ignore all major, minor, or patch releases for a dependency by adding an [`ignore` condition](https://docs.github.com/en/code-security/supply-chain-security/configuration-options-for-dependency-updates#ignore) with the desired `update_types` to your config file.\\n\\nIf you change your mind, just re-open this PR and I'll resolve any conflicts on it.\"\n  },\n  {\n    \"id\": \"github-feedback-comment-c88b69b44ab30042\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/2#issuecomment-4423737315\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity:\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tsouza/cerberus", "source_id": "comment-chain-pattern-bad_chains-67cbe8db9da6847d", "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": "tsouza/cerberus", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: tsouza/cerberus"}, "properties": {"repobilityId": 391604, "scanner": "foundry_dataset", "fingerprint": "31d508f6488c617dead7ab411a22b2a9a6adbc011231833c9513c71f9fbd682d", "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": "tsouza/cerberus#147", "human_labels": ["api_integration_gap", "human_feedback_general"], "issue_number": "147", "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": "tsouza/cerberus", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-b9c9da1180e155ae", "helicopter_views": {"graphs": 2}, "artifact_families": {"ci": 2, "docs": 6}, "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": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "repo_has_isolated_helicopter_views", "link_quality_unresolved", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: bad_chains\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#147\nOutcome: not_resolved_or_not_observed\nThread label: thread_has_human_issue_without_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_unresolved, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: tsouza/cerberus#147\nRepo: tsouza/cerberus\nThread label: thread_has_human_issue_without_fix_context\nOutcome: not_resolved_or_not_observed\nComment count: 2\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'api_integration_gap': 1, 'human_feedback_general': 1}\nPolarities: {'bad': 1, 'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-af217ba3e6ad8787\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tsouza/cerberus/pull/147#issuecomment-4439179584\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: tsouza/cerberus\\nAuthor: tsouza (User)\\nURL: https://github.com/tsouza/cerberus/pull/147#issuecomment-4439179584\\nTitle: \\nBody:\\nClosing per maintainer request \u2014 this audit's docs sync should not have landed as a public PR. 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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, "docs_or_claims": 4, "security_or_secrets": 2, "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": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 4, "chain_has_link_quality": 3, "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": 18, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 4, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#959", "issue_number": "959", "quality_tiers": {"high_confidence": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-7716b6441be788af", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"docs_or_claims": 16}}, "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: tsouza/cerberus\nThread: tsouza/cerberus#959\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#959\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#959\nRepo: tsouza/cerberus\nIssue/PR number: 959\nGraph consistency label: supported_by_high_confidence_link\nNodes: 18\nEdges: 28\nNode types: {'commit': 5, 'pr_file': 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': 5, 'thread_touches_file': 4, 'comment_chain_touches_file': 4, 'issue_chain_touches_file': 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: {'docs_or_claims': 4, 'bug_fix': 3, 'claimed_resolved_unverified': 3, 'security_or_secrets': 2, '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: {'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/tsouza/cerberus", "source_id": "graph-query-motif_query-7e23f8f24ee923fb", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 414873, "scanner": "foundry_dataset", "fingerprint": "b01a19de354f8560a40478f2029ad959edd86e9ff3bba310eef0565b8f627009", "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_or_secrets": 2, "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": "tsouza/cerberus#957", "issue_number": "957", "quality_tiers": {"high_confidence": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-1ab185cdef34d4c5", "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: tsouza/cerberus\nThread: tsouza/cerberus#957\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#957\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#957\nRepo: tsouza/cerberus\nIssue/PR number: 957\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': 3, 'claimed_resolved_unverified': 3, 'security_or_secrets': 2, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-f9a63fefee1c7d55", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 414872, "scanner": "foundry_dataset", "fingerprint": "b7ccff0a205c12003ab6809d3edbedb5a32967c9ca29fe8a4888c9583d45192c", "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": 5, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 7, "human_reported_issue_no_linked_fix": 5, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"not_resolved_or_not_observed": 14}, "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": 5, "thread_has_comment": 5, "chain_has_link_quality": 7, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 5}, "node_count": 21, "node_types": {"repo": 1, "thread": 1, "comment": 5, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 5}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#774", "issue_number": "774", "quality_tiers": {"unresolved": 7}, "repo_full_name": "tsouza/cerberus", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-df29a6e537dac280", "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: tsouza/cerberus\nThread: tsouza/cerberus#774\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#774\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#774\nRepo: tsouza/cerberus\nIssue/PR number: 774\nGraph consistency label: needs_more_evidence\nNodes: 21\nEdges: 31\nNode types: {'link_quality': 7, 'comment': 5, 'comment_chain': 5, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 7, '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}\nLabels: {'not_resolved_or_not_observed': 7, 'security_auth_secret': 5, 'human_reported_issue_no_linked_fix': 5, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1}\nOutcomes: {'not_resolved_or_not_observed': 14}\nQuality tiers: {'unresolved': 7}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-7b531fb948b1ee2f", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 414871, "scanner": "foundry_dataset", "fingerprint": "52667f22c4fe51f8b675783b47c9daf8e18900830a61fabc15e5784ec16c7c5d", "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, "dependency_or_build": 1, "security_auth_secret": 1, "partial blueprint fit": 3, "claimed_resolved_unverified": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_alignment": 3, "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": 6}, "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": 2, "thread_has_comment": 2, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 7, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 23, "node_types": {"repo": 1, "commit": 2, "thread": 1, "comment": 2, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#3", "issue_number": "3", "quality_tiers": {"unresolved": 1, "assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "tsouza/cerberus", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-bcecf7a6b533b660", "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: tsouza/cerberus\nThread: tsouza/cerberus#3\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#3\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#3\nRepo: tsouza/cerberus\nIssue/PR number: 3\nGraph consistency label: weak_supervision_needs_review\nNodes: 23\nEdges: 30\nNode types: {'link_quality': 7, 'alignment': 3, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'commit': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 7, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'comment_chain_links_commit': 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: {'not_resolved_or_not_observed': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 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_no_linked_fix': 1, 'human_reported_issue_then_fix_attempt': 1, 'dependency_or_build': 1, 'bug_fix': 1, 'claimed_resolved_unverified': 1}\nOutcomes: {'not_resolved_or_not_observed': 6, 'claimed_resolved_unverified': 2}\nQuality tiers: {'weak_supervision': 3, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-d9b945065aae10a2", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 414870, "scanner": "foundry_dataset", "fingerprint": "c25335c39f0b90f0dbbe53085c6802cf23861342e6c67dc0312a62244e793896", "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, "api_integration_gap": 1, "dependency_or_build": 1, "security_auth_secret": 1, "partial blueprint fit": 3, "human_feedback_general": 1, "claimed_resolved_unverified": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 3, "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": 6, "ambiguous_needs_more_evidence": 2}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 36, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 8, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 3, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 27, "node_types": {"repo": 1, "commit": 3, "thread": 1, "comment": 3, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 8, "comment_chain": 3, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#2", "issue_number": "2", "quality_tiers": {"unresolved": 1, "assumption_check": 3, "weak_supervision": 4}, "repo_full_name": "tsouza/cerberus", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-34063a7adb1eefdd", "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: tsouza/cerberus\nThread: tsouza/cerberus#2\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#2\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#2\nRepo: tsouza/cerberus\nIssue/PR number: 2\nGraph consistency label: weak_supervision_needs_review\nNodes: 27\nEdges: 36\nNode types: {'link_quality': 8, 'comment': 3, 'comment_chain': 3, 'commit': 3, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 8, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'comment_chain_links_commit': 3, 'issue_chain_has_comment_chain': 3, '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: {'not_resolved_or_not_observed': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'security_auth_secret': 1, 'human_feedback_general': 1, 'human_reported_issue_no_linked_fix': 1, 'human_reported_issue_then_fix_attempt': 1, 'dependency_or_build': 1, 'claimed_resolved_unverified': 1, 'comment_has_related_commit_context': 1, 'ambiguous_needs_more_evidence': 1}\nOutcomes: {'not_resolved_or_not_observed': 6, 'claimed_resolved_unverified': 2, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'weak_supervision': 4, '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/tsouza/cerberus", "source_id": "graph-query-motif_query-218ddadcaf5b61e0", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 414869, "scanner": "foundry_dataset", "fingerprint": "aa3605b2ce8cf9147e4bd7164e1ed849cae6960301ee3ffd2a2fa0b5064e96ed", "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, "positive_human_signal": 1, "verification_or_tests": 5, "claimed_resolved_unverified": 1, "issue_or_pull_request_thread": 1, "human_positive_or_acceptance_signal": 3, "human_reported_issue_then_fix_attempt": 1, "positive_feedback_with_related_change": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 2, "human_positive_or_acceptance_signal": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 22, "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": 6, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 18, "node_types": {"repo": 1, "commit": 6, "thread": 1, "comment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "tsouza/cerberus#146", "issue_number": "146", "quality_tiers": {"weak_supervision": 4}, "repo_full_name": "tsouza/cerberus", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-3cc12bf1c0bb2219", "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: tsouza/cerberus\nThread: tsouza/cerberus#146\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: tsouza/cerberus\nThread: tsouza/cerberus#146\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tsouza/cerberus#146\nRepo: tsouza/cerberus\nIssue/PR number: 146\nGraph consistency label: weak_supervision_needs_review\nNodes: 18\nEdges: 22\nNode types: {'commit': 6, 'link_quality': 4, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 6, '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, 'human_positive_or_acceptance_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'positive_human_signal': 1, 'security_auth_secret': 1, 'positive_feedback_with_related_change': 1, 'human_reported_issue_then_fix_attempt': 1, 'bug_fix': 1, 'claimed_resolved_unverified': 1}\nOutcomes: {'human_positive_or_acceptance_signal': 6, 'claimed_resolved_unverified': 2}\nQuality tiers: {'weak_supervision': 4}\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/tsouza/cerberus", "source_id": "graph-query-motif_query-b95fff7295ced2bc", "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": "tsouza/cerberus", "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: tsouza/cerberus"}, "properties": {"repobilityId": 408287, "scanner": "foundry_dataset", "fingerprint": "d60e8ccf7a7ac1a2fd136d021c8a1dc4989a0730bff8d1889b5238873ba931da", "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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