{"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: Rul1an/assay", "shortDescription": {"text": "Foundry mined unresolved feedback: Rul1an/assay"}, "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: assumption_check\nRepo: Rul1an/assay\nThread: Rul1an/assay#9\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: Rul1an/assay\nThread: Rul1an/assay#9\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#9\nRepo: Rul1an/assay\nIssue/PR number: 9\nGraph consistency label: assumption_check\nNodes: 31\nEdges: 47\nNode types: {'link_quality': 11, 'comment': 5, 'comment_chain': 5, 'alignment': 4, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 11, "}, "properties": {"scanner": "foundry_dataset", "category": "practices", "severity": "medium", "confidence": 0.7, "cwe": "", "owasp": ""}}, {"id": "foundry_blueprint_gap", "name": "Foundry mined blueprint gap alignment: Rul1an/assay", "shortDescription": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "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: assumption_check\nRepo: Rul1an/assay\nThread: Rul1an/assay#9\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: Rul1an/assay\nThread: Rul1an/assay#9\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#9\nRepo: Rul1an/assay\nIssue/PR number: 9\nGraph consistency label: assumption_check\nNodes: 31\nEdges: 47\nNode types: {'link_quality': 11, 'comment': 5, 'comment_chain': 5, 'alignment': 4, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': "}, "properties": {"scanner": "foundry_dataset", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "cwe": "", "owasp": ""}}, {"id": "foundry_assumption_check", "name": "Foundry mined assumption checks: Rul1an/assay", "shortDescription": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "fullDescription": {"text": "Comment chain pattern product: assumption_checks\nRepo: Rul1an/assay\nThread: Rul1an/assay#9\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: Rul1an/assay#9\nRepo: Rul1an/assay\nThread label: thread_has_human_issue_without_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 5\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 3, 'data_schema_persistence': 1, 'test_ci_gap': 1}\nPolarities: {'neutral': 3, 'bad': 2}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-5f0342d821254c36\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"ne"}, "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: Rul1an/assay", "shortDescription": {"text": "Foundry mined test ci gap after feedback: Rul1an/assay"}, "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: assumption_check\nRepo: Rul1an/assay\nThread: Rul1an/assay#9\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: Rul1an/assay\nThread: Rul1an/assay#9\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#9\nRepo: Rul1an/assay\nIssue/PR number: 9\nGraph consistency label: assumption_check\nNodes: 31\nEdges: 47\nNode types: {'link_quality': 11, 'comment': 5, 'comment_chain': 5, 'alignment': 4, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 11, 'thread_has_comment'"}, "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: Rul1an/assay", "shortDescription": {"text": "Foundry mined schema ui api mismatch: Rul1an/assay"}, "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: assumption_check\nRepo: Rul1an/assay\nThread: Rul1an/assay#9\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: Rul1an/assay\nThread: Rul1an/assay#9\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#9\nRepo: Rul1an/assay\nIssue/PR number: 9\nGraph consistency label: assumption_check\nNodes: 31\nEdges: 47\nNode types: {'link_quality': 11, 'comment': 5, 'comment_chain': 5, 'alignment': 4, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 11, 'thread_has_comment': 5, 'thread_has_comment_chain"}, "properties": {"scanner": "foundry_dataset", "category": "quality", "severity": "high", "confidence": 0.76, "cwe": "", "owasp": ""}}, {"id": "foundry_bad_chain", "name": "Foundry mined bad chains: Rul1an/assay", "shortDescription": {"text": "Foundry mined bad chains: Rul1an/assay"}, "fullDescription": {"text": "Comment chain pattern product: bad_chains\nRepo: Rul1an/assay\nThread: Rul1an/assay#85\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: Rul1an/assay#85\nRepo: Rul1an/assay\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, 'security_auth_secret': 1}\nPolarities: {'bad': 2}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-52b2a2373696fae3\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/p"}, "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: Rul1an/assay", "shortDescription": {"text": "Foundry mined security auth guardrail gaps: Rul1an/assay"}, "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: assumption_check\nRepo: Rul1an/assay\nThread: Rul1an/assay#85\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: Rul1an/assay\nThread: Rul1an/assay#85\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#85\nRepo: Rul1an/assay\nIssue/PR number: 85\nGraph consistency label: assumption_check\nNodes: 18\nEdges: 24\nNode types: {'link_quality': 6, 'comment': 2, 'comment_chain': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_qual"}, "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: Rul1an/assay", "shortDescription": {"text": "Foundry mined mock as real or placeholder: Rul1an/assay"}, "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: Rul1an/assay\nThread: Rul1an/assay#1679\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: Rul1an/assay\nThread: Rul1an/assay#1679\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1679\nRepo: Rul1an/assay\nIssue/PR number: 1679\nGraph consistency label: supported_by_verification_signal\nNodes: 14\nEdges: 16\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'f"}, "properties": {"scanner": "foundry_dataset", "category": "practices", "severity": "critical", "confidence": 0.82, "cwe": "", "owasp": ""}}, {"id": "scanner-2a458a223db4b863", "name": "Possibly dead Python function: redirect_request", "shortDescription": {"text": "Possibly dead Python function: redirect_request"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-a9746a6de99f235d", "name": "Possibly dead Python function: log_message", "shortDescription": {"text": "Possibly dead Python function: log_message"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-1b27cc49e6f03283", "name": "Possibly dead Python function: do_POST", "shortDescription": {"text": "Possibly dead Python function: do_POST"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-ac8deebafaa69aa7", "name": "Possibly dead Python function: stream_response", "shortDescription": {"text": "Possibly dead Python function: stream_response"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-d4f7c14d8181e4af", "name": "Possibly dead Python function: evaluate", "shortDescription": {"text": "Possibly dead Python function: evaluate"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-8384b51cc5c17132", "name": "Possibly dead Python function: uppercase_eval_valid", "shortDescription": {"text": "Possibly dead Python function: uppercase_eval_valid"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-bd2ed2fee5593127", "name": "Possibly dead Python function: uppercase_eval_failure", "shortDescription": {"text": "Possibly dead Python function: uppercase_eval_failure"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-b4ce266a4552c239", "name": "Possibly dead Python function: setup_listeners", "shortDescription": {"text": "Possibly dead Python function: setup_listeners"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-0908d938dcbbe095", "name": "Possibly dead Python function: handler", "shortDescription": {"text": "Possibly dead Python function: handler"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-1ef10a4d6a223f61", "name": "Privileged port 720 in use", "shortDescription": {"text": "Privileged port 720 in use"}, "fullDescription": {"text": "Port 720 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-2e492c5f435264c0", "name": "Privileged port 10 in use", "shortDescription": {"text": "Privileged port 10 in use"}, "fullDescription": {"text": "Port 10 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-6a4177f72958779f", "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-c503b22445fd8db9", "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-8076534c211603c7", "name": "Privileged port 3 in use", "shortDescription": {"text": "Privileged port 3 in use"}, "fullDescription": {"text": "Port 3 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-6eacdf4585825d9c", "name": "Privileged port 2 in use", "shortDescription": {"text": "Privileged port 2 in use"}, "fullDescription": {"text": "Port 2 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-dae97c5ea71f7997", "name": "Privileged port 17 in use", "shortDescription": {"text": "Privileged port 17 in use"}, "fullDescription": {"text": "Port 17 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-aa5acaa49eb8315b", "name": "Containers defined but no K8s/orchestration manifest found", "shortDescription": {"text": "Containers defined but no K8s/orchestration manifest found"}, "fullDescription": {"text": "Repo has Dockerfiles/compose but no Kubernetes/Nomad manifests. If the target deployment is K8s, the manifests may live in a separate ops repo."}, "properties": {"scanner": "scanner-primary", "layer": "hardware", "severity": "low", "confidence": 1.0}}, {"id": "scanner-9710c8d059e53154", "name": "No frontend routes/components detected", "shortDescription": {"text": "No frontend routes/components detected"}, "fullDescription": {"text": "No React/Vue/Next routes were found. This is fine for backend-only repos."}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "info", "confidence": 1.0}}, {"id": "scanner-b4c00be97179f32c", "name": "Insecure pattern 'node_child_process' in docs/experiments/runner-vs-otel-2026-05/workload/src/manifest-binding.ts:23", "shortDescription": {"text": "Insecure pattern 'node_child_process' in docs/experiments/runner-vs-otel-2026-05/workload/src/manifest-binding.ts:23"}, "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-3e949dd042858912", "name": "GitHub Action is tag-pinned rather than SHA-pinned", "shortDescription": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "fullDescription": {"text": "Rul1an/assay/assay-action@v2 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-2b7dfb25df8c2727", "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-14ce8614dd03f409", "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-136e3a85f13d7a6f", "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-b14424a4370ab66e", "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-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-ced0f599e38538bc", "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-319b9bd882ad3b5a", "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. 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Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-03d4774e4efc972e", "name": "Legacy-named symbol `exp_mcp_fragmented_ipi_second_sink_summary_v1` in scripts/ci/exp-mcp-fragmented-ipi/score_second_si", "shortDescription": {"text": "Legacy-named symbol `exp_mcp_fragmented_ipi_second_sink_summary_v1` in scripts/ci/exp-mcp-fragmented-ipi/score_second_sink.py:153"}, "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-143ecb663ac9026e", "name": "Legacy-named symbol `exp_mcp_fragmented_ipi_interleaving_summary_v1` in scripts/ci/exp-mcp-fragmented-ipi/score_interlea", "shortDescription": {"text": "Legacy-named symbol `exp_mcp_fragmented_ipi_interleaving_summary_v1` in scripts/ci/exp-mcp-fragmented-ipi/score_interleaving.py:236"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). 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Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-610601eb8b209310", "name": "Legacy-named symbol `sink_failure_compat_host_stdio_v1` in scripts/ci/exp-mcp-fragmented-ipi/compat_host/compat_host.py:", "shortDescription": {"text": "Legacy-named symbol `sink_failure_compat_host_stdio_v1` in scripts/ci/exp-mcp-fragmented-ipi/compat_host/compat_host.py:19"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). 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Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-b102da1253065502", "name": "Commented-code block (5 lines) in crates/assay-mcp-server/tests/fixtures/proxy/mock_upstream.py:68", "shortDescription": {"text": "Commented-code block (5 lines) in crates/assay-mcp-server/tests/fixtures/proxy/mock_upstream.py: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-b82c9e97e8e8ce28", "name": "Stub function `shutdown` (body is just `pass`/`return`) \u2014 examples/openai-agents-trace-evidence/generate_synthetic_run.p", "shortDescription": {"text": "Stub function `shutdown` (body is just `pass`/`return`) \u2014 examples/openai-agents-trace-evidence/generate_synthetic_run.py:78"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-ab9aa8bcd946c4cd", "name": "Commented-code block (8 lines) in examples/coverage-aware-drift-annotation/annotate_drift.py:175", "shortDescription": {"text": "Commented-code block (8 lines) in examples/coverage-aware-drift-annotation/annotate_drift.py:175"}, "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-5b467ca45d226a6a", "name": "Commented-code block (6 lines) in examples/coverage-aware-side-effect/report_from_archive.py:284", "shortDescription": {"text": "Commented-code block (6 lines) in examples/coverage-aware-side-effect/report_from_archive.py:284"}, "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-5940a2d7e7413792", "name": "Commented-code block (5 lines) in examples/coverage-fleet-summary/aggregate_coverage.py:41", "shortDescription": {"text": "Commented-code block (5 lines) in examples/coverage-fleet-summary/aggregate_coverage.py: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-2c04133e54348533", "name": "Near-duplicate function bodies in 2 places", "shortDescription": {"text": "Near-duplicate function bodies in 2 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\ndocs/experiments/runner-vs-otel-overhead-2026-05/overhead_harness.py:utc_now, docs/experiments/agent-observability-fidelity-2026-05/evidence_pack.py:utc_now\n\nThis is *the* AI-coder failure mode (4\u00d7 more duplication in vibe-coded repos \u2014 see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-49c98f7cedd9c977", "name": "Near-duplicate function bodies in 4 places", "shortDescription": {"text": "Near-duplicate function bodies in 4 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\ndocs/experiments/runner-vs-otel-overhead-2026-05/overhead_harness.py:write_json, docs/experiments/agent-observability-fidelity-2026-05/semantic_gap_harness.py:write_json, docs/experiments/agent-observability-fidelity-2026-05/interop_harness.py:write_json, docs/experiments/agent-observability-fidelity-2026-05/evidence_pack.py:write_json\n\nThis is *the* AI-coder failure mode (4\u00d7 more duplication in vibe-coded repos \u2014 see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-02525d39071dd2c7", "name": "Near-duplicate function bodies in 5 places", "shortDescription": {"text": "Near-duplicate function bodies in 5 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\nscripts/ci/exp-mcp-fragmented-ipi/score_sink_failure.py:wilson, scripts/ci/exp-mcp-fragmented-ipi/score_runs.py:wilson, scripts/ci/exp-mcp-fragmented-ipi/score_wrap_bypass.py:wilson, scripts/ci/exp-mcp-fragmented-ipi/score_second_sink.py:wilson\n\nThis is *the* AI-coder failure mode (4\u00d7 more duplication in vibe-coded repos \u2014 see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}]}}, "automationDetails": {"id": "repobility/18594"}, "properties": {"repository": "Rul1an/assay", "repoUrl": "https://github.com/Rul1an/assay", "branch": "main"}, "results": [{"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: Rul1an/assay"}, "properties": {"repobilityId": 361001, "scanner": "foundry_dataset", "fingerprint": "458ba35fc45dcb377833b3e6e9966b38f6f0f6a3fc9ccd5d89da812b72352261", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "human_feedback_general": 3, "data_schema_persistence": 1, "unlinked_human_feedback": 3, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 5, "blueprint_human_gap_alignment": 2, "blueprint_human_gap_disagreement": 2, "human_reported_issue_no_linked_fix": 2, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 4, "ambiguous_needs_more_evidence": 10}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 47, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 5, "thread_has_comment": 5, "alignment_uses_comment": 4, "alignment_uses_finding": 4, "chain_has_link_quality": 11, "comment_aligns_finding": 4, "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": 31, "node_types": {"repo": 1, "thread": 1, "comment": 5, "alignment": 4, "fix_outcome": 1, "issue_chain": 1, "link_quality": 11, "comment_chain": 5, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#9", "issue_number": "9", "quality_tiers": {"unresolved": 7, "assumption_check": 4}, "repo_full_name": "Rul1an/assay", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-3dfbea574e70ae5b", "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: Rul1an/assay\nThread: Rul1an/assay#9\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: Rul1an/assay\nThread: Rul1an/assay#9\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#9\nRepo: Rul1an/assay\nIssue/PR number: 9\nGraph consistency label: assumption_check\nNodes: 31\nEdges: 47\nNode types: {'link_quality': 11, 'comment': 5, 'comment_chain': 5, 'alignment': 4, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 11, 'thread_has_comment': 5, 'thread_has_comment_chain': 5, 'comment_has_chain': 5, 'issue_chain_has_comment_chain': 5, 'alignment_uses_comment': 4, 'alignment_uses_finding': 4, 'comment_aligns_finding': 4, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 5, 'human_feedback_general': 3, 'unlinked_human_feedback': 3, 'human_reported_issue_no_linked_fix': 2, 'not_resolved_or_not_observed': 2, 'thread_has_human_issue_without_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'blueprint_human_gap_disagreement': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'test_ci_gap': 1, 'partial blueprint fit': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 10, 'not_resolved_or_not_observed': 4}\nQuality tiers: {'unresolved': 7, 'assumption_check': 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/Rul1an/assay", "source_id": "graph-query-motif_query-dbaa778b2b5d4437", "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": "Rul1an/assay", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: Rul1an/assay"}, "properties": {"repobilityId": 361000, "scanner": "foundry_dataset", "fingerprint": "59ebfcc298733a5a24ca585e5fe3bbf3137173607cbb5af98a0eb93142c09003", "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": 1, "human_feedback_general": 1, "unlinked_human_feedback": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "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": 2, "ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 18, "node_types": {"repo": 1, "thread": 1, "comment": 2, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#86", "issue_number": "86", "quality_tiers": {"unresolved": 4, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-1ad36708c381ded5", "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: Rul1an/assay\nThread: Rul1an/assay#86\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: Rul1an/assay\nThread: Rul1an/assay#86\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#86\nRepo: Rul1an/assay\nIssue/PR number: 86\nGraph consistency label: assumption_check\nNodes: 18\nEdges: 24\nNode types: {'link_quality': 6, 'comment': 2, 'comment_chain': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'api_integration_gap': 1, 'unlinked_human_feedback': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'unresolved': 4, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-882d18db562d57a7", "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": "Rul1an/assay", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: Rul1an/assay"}, "properties": {"repobilityId": 360999, "scanner": "foundry_dataset", "fingerprint": "599864ddbc82beab95252c9c3bed94945bd6c8d9b06f6839c57657759348b58c", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"api_integration_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 4, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 2, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 8}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 18, "node_types": {"repo": 1, "thread": 1, "comment": 2, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#85", "issue_number": "85", "quality_tiers": {"unresolved": 4, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-54a510f74bb3b0fa", "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: Rul1an/assay\nThread: Rul1an/assay#85\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: Rul1an/assay\nThread: Rul1an/assay#85\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#85\nRepo: Rul1an/assay\nIssue/PR number: 85\nGraph consistency label: assumption_check\nNodes: 18\nEdges: 24\nNode types: {'link_quality': 6, 'comment': 2, 'comment_chain': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 4, 'human_reported_issue_no_linked_fix': 2, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'security_auth_secret': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 8}\nQuality tiers: {'unresolved': 4, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-7759c07f63b85db3", "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": "Rul1an/assay", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: Rul1an/assay"}, "properties": {"repobilityId": 360998, "scanner": "foundry_dataset", "fingerprint": "cbae15a50bcbb99d63b289c00e5351fa098522f0e77ca37e9a075de219b7568f", "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": 1, "human_feedback_general": 5, "unlinked_human_feedback": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 7, "blueprint_human_gap_alignment": 3, "blueprint_human_gap_disagreement": 3, "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": 14}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 70, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 8, "thread_has_comment": 8, "alignment_uses_comment": 6, "alignment_uses_finding": 6, "chain_has_link_quality": 16, "comment_aligns_finding": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 8, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 8}, "node_count": 44, "node_types": {"repo": 1, "thread": 1, "comment": 8, "alignment": 6, "fix_outcome": 1, "issue_chain": 1, "link_quality": 16, "comment_chain": 8, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#83", "issue_number": "83", "quality_tiers": {"unresolved": 10, "assumption_check": 6}, "repo_full_name": "Rul1an/assay", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-5a865dfdaf9ea507", "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: Rul1an/assay\nThread: Rul1an/assay#83\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: Rul1an/assay\nThread: Rul1an/assay#83\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#83\nRepo: Rul1an/assay\nIssue/PR number: 83\nGraph consistency label: assumption_check\nNodes: 44\nEdges: 70\nNode types: {'link_quality': 16, 'comment': 8, 'comment_chain': 8, 'alignment': 6, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 16, 'thread_has_comment': 8, 'thread_has_comment_chain': 8, 'comment_has_chain': 8, 'issue_chain_has_comment_chain': 8, 'alignment_uses_comment': 6, 'alignment_uses_finding': 6, 'comment_aligns_finding': 6, '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': 7, 'human_feedback_general': 5, 'unlinked_human_feedback': 5, 'api_integration_gap': 3, 'human_reported_issue_no_linked_fix': 3, 'not_resolved_or_not_observed': 3, 'blueprint_human_gap_alignment': 3, 'blueprint_human_gap_disagreement': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'partial blueprint fit': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 14, 'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 10, 'assumption_check': 6}\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/Rul1an/assay", "source_id": "graph-query-motif_query-89f2109686c9f2e4", "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": "Rul1an/assay", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: Rul1an/assay"}, "properties": {"repobilityId": 360997, "scanner": "foundry_dataset", "fingerprint": "77e856cf0b25fdf896b6d002d6ec7819bab11b6a9f6972f8bc9d95ffae39d788", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "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": 19, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 15, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#82", "issue_number": "82", "quality_tiers": {"unresolved": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-057678684d172e20", "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: Rul1an/assay\nThread: Rul1an/assay#82\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: Rul1an/assay\nThread: Rul1an/assay#82\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#82\nRepo: Rul1an/assay\nIssue/PR number: 82\nGraph consistency label: assumption_check\nNodes: 15\nEdges: 19\nNode types: {'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-6c0a252b67970b9a", "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": "Rul1an/assay", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: Rul1an/assay"}, "properties": {"repobilityId": 360996, "scanner": "foundry_dataset", "fingerprint": "deebfc3c7fb8122ef29f05c9b5872fb9328ef45e05c863b3cbf9d4b893766ed7", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"test_ci_gap": 1, "api_integration_gap": 1, "partial blueprint fit": 1, "human_feedback_general": 4, "unlinked_human_feedback": 4, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6, "blueprint_human_gap_alignment": 2, "blueprint_human_gap_disagreement": 2, "human_reported_issue_no_linked_fix": 2, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 4, "ambiguous_needs_more_evidence": 12}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 52, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 6, "thread_has_comment": 6, "alignment_uses_comment": 4, "alignment_uses_finding": 4, "chain_has_link_quality": 12, "comment_aligns_finding": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 6, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 6}, "node_count": 34, "node_types": {"repo": 1, "thread": 1, "comment": 6, "alignment": 4, "fix_outcome": 1, "issue_chain": 1, "link_quality": 12, "comment_chain": 6, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#81", "issue_number": "81", "quality_tiers": {"unresolved": 8, "assumption_check": 4}, "repo_full_name": "Rul1an/assay", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-b5b30e7646994362", "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: Rul1an/assay\nThread: Rul1an/assay#81\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: Rul1an/assay\nThread: Rul1an/assay#81\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#81\nRepo: Rul1an/assay\nIssue/PR number: 81\nGraph consistency label: assumption_check\nNodes: 34\nEdges: 52\nNode types: {'link_quality': 12, 'comment': 6, 'comment_chain': 6, 'alignment': 4, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 12, 'thread_has_comment': 6, 'thread_has_comment_chain': 6, 'comment_has_chain': 6, 'issue_chain_has_comment_chain': 6, 'alignment_uses_comment': 4, 'alignment_uses_finding': 4, 'comment_aligns_finding': 4, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 6, 'human_feedback_general': 4, 'unlinked_human_feedback': 4, 'human_reported_issue_no_linked_fix': 2, 'not_resolved_or_not_observed': 2, 'thread_has_human_issue_without_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'blueprint_human_gap_disagreement': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'api_integration_gap': 1, 'partial blueprint fit': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 12, 'not_resolved_or_not_observed': 4}\nQuality tiers: {'unresolved': 8, 'assumption_check': 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/Rul1an/assay", "source_id": "graph-query-motif_query-a3cce03830f55c14", "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": "Rul1an/assay", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: Rul1an/assay"}, "properties": {"repobilityId": 360995, "scanner": "foundry_dataset", "fingerprint": "340820bafc68ce5e89fbb2408af70e69eb8ce0b0e744e80406fd6d1cdd20607e", "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": {"ui_workflow_gap": 2, "partial blueprint fit": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 4, "blueprint_human_gap_alignment": 2, "blueprint_human_gap_disagreement": 2, "human_reported_issue_no_linked_fix": 2, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 8}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 32, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 4, "alignment_uses_finding": 4, "chain_has_link_quality": 8, "comment_aligns_finding": 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": 22, "node_types": {"repo": 1, "thread": 1, "comment": 2, "alignment": 4, "fix_outcome": 1, "issue_chain": 1, "link_quality": 8, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#80", "issue_number": "80", "quality_tiers": {"unresolved": 4, "assumption_check": 4}, "repo_full_name": "Rul1an/assay", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-538d65c0bd5ef201", "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: Rul1an/assay\nThread: Rul1an/assay#80\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: Rul1an/assay\nThread: Rul1an/assay#80\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#80\nRepo: Rul1an/assay\nIssue/PR number: 80\nGraph consistency label: assumption_check\nNodes: 22\nEdges: 32\nNode types: {'link_quality': 8, 'alignment': 4, 'comment': 2, 'comment_chain': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 8, 'alignment_uses_comment': 4, 'alignment_uses_finding': 4, 'comment_aligns_finding': 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: {'not_resolved_or_not_observed': 4, 'ui_workflow_gap': 2, 'human_reported_issue_no_linked_fix': 2, 'thread_has_human_issue_without_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'blueprint_human_gap_disagreement': 2, 'issue_or_pull_request_thread': 1, 'partial blueprint fit': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 8}\nQuality tiers: {'unresolved': 4, 'assumption_check': 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/Rul1an/assay", "source_id": "graph-query-motif_query-fce37ba65a1794b9", "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": "Rul1an/assay", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: Rul1an/assay"}, "properties": {"repobilityId": 360994, "scanner": "foundry_dataset", "fingerprint": "f7c65c6a40e64e96458482f4b92be3e10457f1bd8d9589350752021f8433afbb", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "human_feedback_general": 6, "unlinked_human_feedback": 6, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 8, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "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": 2, "ambiguous_needs_more_evidence": 16}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 49, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 7, "thread_has_comment": 7, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 11, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 7, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 7}, "node_count": 33, "node_types": {"repo": 1, "thread": 1, "comment": 7, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 11, "comment_chain": 7, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#8", "issue_number": "8", "quality_tiers": {"unresolved": 9, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-d4eeddc9b4ff2989", "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: Rul1an/assay\nThread: Rul1an/assay#8\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: Rul1an/assay\nThread: Rul1an/assay#8\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#8\nRepo: Rul1an/assay\nIssue/PR number: 8\nGraph consistency label: assumption_check\nNodes: 33\nEdges: 49\nNode types: {'link_quality': 11, 'comment': 7, 'comment_chain': 7, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 11, 'thread_has_comment': 7, 'thread_has_comment_chain': 7, 'comment_has_chain': 7, 'issue_chain_has_comment_chain': 7, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 8, 'human_feedback_general': 6, 'unlinked_human_feedback': 6, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 16, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'unresolved': 9, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-40a10f874f593d4d", "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": "Rul1an/assay", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: Rul1an/assay"}, "properties": {"repobilityId": 360993, "scanner": "foundry_dataset", "fingerprint": "4f38270c41ce9225001b1b1e18c176bbfb80f3ba5f771828926c8df8b7185818", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"api_integration_gap": 2, "security_auth_secret": 1, "partial blueprint fit": 1, "human_feedback_general": 5, "unlinked_human_feedback": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 7, "blueprint_human_gap_alignment": 2, "blueprint_human_gap_disagreement": 2, "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": 14}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 62, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 8, "thread_has_comment": 8, "alignment_uses_comment": 4, "alignment_uses_finding": 4, "chain_has_link_quality": 14, "comment_aligns_finding": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 8, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 8}, "node_count": 40, "node_types": {"repo": 1, "thread": 1, "comment": 8, "alignment": 4, "fix_outcome": 1, "issue_chain": 1, "link_quality": 14, "comment_chain": 8, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#79", "issue_number": "79", "quality_tiers": {"unresolved": 10, "assumption_check": 4}, "repo_full_name": "Rul1an/assay", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-f886c15acf2acff1", "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: Rul1an/assay\nThread: Rul1an/assay#79\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: Rul1an/assay\nThread: Rul1an/assay#79\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#79\nRepo: Rul1an/assay\nIssue/PR number: 79\nGraph consistency label: assumption_check\nNodes: 40\nEdges: 62\nNode types: {'link_quality': 14, 'comment': 8, 'comment_chain': 8, 'alignment': 4, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 14, 'thread_has_comment': 8, 'thread_has_comment_chain': 8, 'comment_has_chain': 8, 'issue_chain_has_comment_chain': 8, 'alignment_uses_comment': 4, 'alignment_uses_finding': 4, 'comment_aligns_finding': 4, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 7, 'human_feedback_general': 5, 'unlinked_human_feedback': 5, 'human_reported_issue_no_linked_fix': 3, 'not_resolved_or_not_observed': 3, 'api_integration_gap': 2, 'thread_has_human_issue_without_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'blueprint_human_gap_disagreement': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'partial blueprint fit': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 14, 'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 10, 'assumption_check': 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/Rul1an/assay", "source_id": "graph-query-motif_query-f23d29675bbd8f24", "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": "Rul1an/assay", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: Rul1an/assay"}, "properties": {"repobilityId": 360992, "scanner": "foundry_dataset", "fingerprint": "71f637652731601f4f206e43142b4ca2335492a7e7e610b84c56ba67202ac354", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"api_integration_gap": 2, "partial blueprint fit": 1, "human_feedback_general": 4, "unlinked_human_feedback": 4, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6, "blueprint_human_gap_alignment": 2, "blueprint_human_gap_disagreement": 2, "human_reported_issue_no_linked_fix": 2, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 4, "ambiguous_needs_more_evidence": 12}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 52, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 6, "thread_has_comment": 6, "alignment_uses_comment": 4, "alignment_uses_finding": 4, "chain_has_link_quality": 12, "comment_aligns_finding": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 6, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 6}, "node_count": 34, "node_types": {"repo": 1, "thread": 1, "comment": 6, "alignment": 4, "fix_outcome": 1, "issue_chain": 1, "link_quality": 12, "comment_chain": 6, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#78", "issue_number": "78", "quality_tiers": {"unresolved": 8, "assumption_check": 4}, "repo_full_name": "Rul1an/assay", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-1bd3076d2e25c80d", "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: Rul1an/assay\nThread: Rul1an/assay#78\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: Rul1an/assay\nThread: Rul1an/assay#78\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#78\nRepo: Rul1an/assay\nIssue/PR number: 78\nGraph consistency label: assumption_check\nNodes: 34\nEdges: 52\nNode types: {'link_quality': 12, 'comment': 6, 'comment_chain': 6, 'alignment': 4, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 12, 'thread_has_comment': 6, 'thread_has_comment_chain': 6, 'comment_has_chain': 6, 'issue_chain_has_comment_chain': 6, 'alignment_uses_comment': 4, 'alignment_uses_finding': 4, 'comment_aligns_finding': 4, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 6, 'human_feedback_general': 4, 'unlinked_human_feedback': 4, 'api_integration_gap': 2, 'human_reported_issue_no_linked_fix': 2, 'not_resolved_or_not_observed': 2, 'thread_has_human_issue_without_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'blueprint_human_gap_disagreement': 2, 'issue_or_pull_request_thread': 1, 'partial blueprint fit': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 12, 'not_resolved_or_not_observed': 4}\nQuality tiers: {'unresolved': 8, 'assumption_check': 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/Rul1an/assay", "source_id": "graph-query-motif_query-4c304b4e9d2ce120", "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": "Rul1an/assay", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: Rul1an/assay"}, "properties": {"repobilityId": 360991, "scanner": "foundry_dataset", "fingerprint": "b2b389595931e10c808ce62f5c3f2cb4878d94cf0db9086f0512ebaa66bd0a3e", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"api_integration_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "data_schema_persistence": 2, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 6, "blueprint_human_gap_alignment": 3, "blueprint_human_gap_disagreement": 3, "human_reported_issue_no_linked_fix": 4, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 12}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 50, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 4, "thread_has_comment": 4, "alignment_uses_comment": 6, "alignment_uses_finding": 6, "chain_has_link_quality": 12, "comment_aligns_finding": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 4, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 4}, "node_count": 32, "node_types": {"repo": 1, "thread": 1, "comment": 4, "alignment": 6, "fix_outcome": 1, "issue_chain": 1, "link_quality": 12, "comment_chain": 4, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#77", "issue_number": "77", "quality_tiers": {"unresolved": 6, "assumption_check": 6}, "repo_full_name": "Rul1an/assay", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-f7605449aa71426c", "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: Rul1an/assay\nThread: Rul1an/assay#77\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: Rul1an/assay\nThread: Rul1an/assay#77\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#77\nRepo: Rul1an/assay\nIssue/PR number: 77\nGraph consistency label: assumption_check\nNodes: 32\nEdges: 50\nNode types: {'link_quality': 12, 'alignment': 6, 'comment': 4, 'comment_chain': 4, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 12, 'alignment_uses_comment': 6, 'alignment_uses_finding': 6, 'comment_aligns_finding': 6, 'thread_has_comment': 4, 'thread_has_comment_chain': 4, 'comment_has_chain': 4, 'issue_chain_has_comment_chain': 4, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 6, 'human_reported_issue_no_linked_fix': 4, 'blueprint_human_gap_alignment': 3, 'blueprint_human_gap_disagreement': 3, 'data_schema_persistence': 2, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'security_auth_secret': 1, 'partial blueprint fit': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 12}\nQuality tiers: {'unresolved': 6, 'assumption_check': 6}\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/Rul1an/assay", "source_id": "graph-query-motif_query-f088dfa2305e6af4", "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": "Rul1an/assay", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: Rul1an/assay"}, "properties": {"repobilityId": 360990, "scanner": "foundry_dataset", "fingerprint": "12c4ba01ec3c995d536b219ef5e9c5c335874c437a39c121f0c5cc2773f56ae0", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"api_integration_gap": 2, "partial blueprint fit": 1, "human_feedback_general": 4, "unlinked_human_feedback": 4, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6, "blueprint_human_gap_alignment": 2, "blueprint_human_gap_disagreement": 2, "human_reported_issue_no_linked_fix": 2, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 4, "ambiguous_needs_more_evidence": 12}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 52, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 6, "thread_has_comment": 6, "alignment_uses_comment": 4, "alignment_uses_finding": 4, "chain_has_link_quality": 12, "comment_aligns_finding": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 6, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 6}, "node_count": 34, "node_types": {"repo": 1, "thread": 1, "comment": 6, "alignment": 4, "fix_outcome": 1, "issue_chain": 1, "link_quality": 12, "comment_chain": 6, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#76", "issue_number": "76", "quality_tiers": {"unresolved": 8, "assumption_check": 4}, "repo_full_name": "Rul1an/assay", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-9ffc02c7194f2d5b", "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: Rul1an/assay\nThread: Rul1an/assay#76\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: Rul1an/assay\nThread: Rul1an/assay#76\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#76\nRepo: Rul1an/assay\nIssue/PR number: 76\nGraph consistency label: assumption_check\nNodes: 34\nEdges: 52\nNode types: {'link_quality': 12, 'comment': 6, 'comment_chain': 6, 'alignment': 4, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 12, 'thread_has_comment': 6, 'thread_has_comment_chain': 6, 'comment_has_chain': 6, 'issue_chain_has_comment_chain': 6, 'alignment_uses_comment': 4, 'alignment_uses_finding': 4, 'comment_aligns_finding': 4, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 6, 'human_feedback_general': 4, 'unlinked_human_feedback': 4, 'api_integration_gap': 2, 'human_reported_issue_no_linked_fix': 2, 'not_resolved_or_not_observed': 2, 'thread_has_human_issue_without_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'blueprint_human_gap_disagreement': 2, 'issue_or_pull_request_thread': 1, 'partial blueprint fit': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 12, 'not_resolved_or_not_observed': 4}\nQuality tiers: {'unresolved': 8, 'assumption_check': 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/Rul1an/assay", "source_id": "graph-query-motif_query-e1e9030509b21151", "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": "Rul1an/assay", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: Rul1an/assay"}, "properties": {"repobilityId": 360989, "scanner": "foundry_dataset", "fingerprint": "62cf2cf1061021b0ed2de7e0ab98fde3446d21ad61853694ed081fd16309fc9d", "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": 1, "human_feedback_general": 5, "unlinked_human_feedback": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 7, "blueprint_human_gap_alignment": 3, "blueprint_human_gap_disagreement": 3, "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": 14}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 70, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 8, "thread_has_comment": 8, "alignment_uses_comment": 6, "alignment_uses_finding": 6, "chain_has_link_quality": 16, "comment_aligns_finding": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 8, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 8}, "node_count": 44, "node_types": {"repo": 1, "thread": 1, "comment": 8, "alignment": 6, "fix_outcome": 1, "issue_chain": 1, "link_quality": 16, "comment_chain": 8, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#75", "issue_number": "75", "quality_tiers": {"unresolved": 10, "assumption_check": 6}, "repo_full_name": "Rul1an/assay", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-1ca11d121ff801b1", "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: Rul1an/assay\nThread: Rul1an/assay#75\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: Rul1an/assay\nThread: Rul1an/assay#75\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#75\nRepo: Rul1an/assay\nIssue/PR number: 75\nGraph consistency label: assumption_check\nNodes: 44\nEdges: 70\nNode types: {'link_quality': 16, 'comment': 8, 'comment_chain': 8, 'alignment': 6, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 16, 'thread_has_comment': 8, 'thread_has_comment_chain': 8, 'comment_has_chain': 8, 'issue_chain_has_comment_chain': 8, 'alignment_uses_comment': 6, 'alignment_uses_finding': 6, 'comment_aligns_finding': 6, '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': 7, 'human_feedback_general': 5, 'unlinked_human_feedback': 5, 'api_integration_gap': 3, 'human_reported_issue_no_linked_fix': 3, 'not_resolved_or_not_observed': 3, 'blueprint_human_gap_alignment': 3, 'blueprint_human_gap_disagreement': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'partial blueprint fit': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 14, 'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 10, 'assumption_check': 6}\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/Rul1an/assay", "source_id": "graph-query-motif_query-e1e635385a47f6ee", "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": "Rul1an/assay", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: Rul1an/assay"}, "properties": {"repobilityId": 360988, "scanner": "foundry_dataset", "fingerprint": "c16aad71120437e0b64061931196374947b6f76eb01f426e4e6624700b3b110d", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"test_ci_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "human_feedback_general": 1, "unlinked_human_feedback": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 4, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 2, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 8, "ambiguous_needs_more_evidence": 2}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 29, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 7, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 21, "node_types": {"repo": 1, "thread": 1, "comment": 3, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 3, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#74", "issue_number": "74", "quality_tiers": {"unresolved": 5, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-fec736b953e6a7af", "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: Rul1an/assay\nThread: Rul1an/assay#74\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: Rul1an/assay\nThread: Rul1an/assay#74\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#74\nRepo: Rul1an/assay\nIssue/PR number: 74\nGraph consistency label: assumption_check\nNodes: 21\nEdges: 29\nNode types: {'link_quality': 7, 'comment': 3, 'comment_chain': 3, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 7, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 4, 'human_reported_issue_no_linked_fix': 2, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_feedback_general': 1, 'security_auth_secret': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 8, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'unresolved': 5, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-6e10850cb5087ca8", "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": "Rul1an/assay", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: Rul1an/assay"}, "properties": {"repobilityId": 360987, "scanner": "foundry_dataset", "fingerprint": "20d666ac9fcbcec9bbd49e790717e57a60c73ffdc05d4c649136f3742af91925", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"api_integration_gap": 2, "partial blueprint fit": 1, "human_feedback_general": 4, "unlinked_human_feedback": 4, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6, "blueprint_human_gap_alignment": 2, "blueprint_human_gap_disagreement": 2, "human_reported_issue_no_linked_fix": 2, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 4, "ambiguous_needs_more_evidence": 12}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 52, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 6, "thread_has_comment": 6, "alignment_uses_comment": 4, "alignment_uses_finding": 4, "chain_has_link_quality": 12, "comment_aligns_finding": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 6, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 6}, "node_count": 34, "node_types": {"repo": 1, "thread": 1, "comment": 6, "alignment": 4, "fix_outcome": 1, "issue_chain": 1, "link_quality": 12, "comment_chain": 6, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#73", "issue_number": "73", "quality_tiers": {"unresolved": 8, "assumption_check": 4}, "repo_full_name": "Rul1an/assay", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-b2f609b2283664d7", "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: Rul1an/assay\nThread: Rul1an/assay#73\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: Rul1an/assay\nThread: Rul1an/assay#73\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#73\nRepo: Rul1an/assay\nIssue/PR number: 73\nGraph consistency label: assumption_check\nNodes: 34\nEdges: 52\nNode types: {'link_quality': 12, 'comment': 6, 'comment_chain': 6, 'alignment': 4, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 12, 'thread_has_comment': 6, 'thread_has_comment_chain': 6, 'comment_has_chain': 6, 'issue_chain_has_comment_chain': 6, 'alignment_uses_comment': 4, 'alignment_uses_finding': 4, 'comment_aligns_finding': 4, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 6, 'human_feedback_general': 4, 'unlinked_human_feedback': 4, 'api_integration_gap': 2, 'human_reported_issue_no_linked_fix': 2, 'not_resolved_or_not_observed': 2, 'thread_has_human_issue_without_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'blueprint_human_gap_disagreement': 2, 'issue_or_pull_request_thread': 1, 'partial blueprint fit': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 12, 'not_resolved_or_not_observed': 4}\nQuality tiers: {'unresolved': 8, 'assumption_check': 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/Rul1an/assay", "source_id": "graph-query-motif_query-ca8a550868922f41", "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": "Rul1an/assay", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: Rul1an/assay"}, "properties": {"repobilityId": 360986, "scanner": "foundry_dataset", "fingerprint": "00108bbe2c3a4dd4eb04ad1a086b3a3641f7294db5cd0931ccde27152647d32c", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "human_feedback_general": 1, "unlinked_human_feedback": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "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": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 18, "node_types": {"repo": 1, "thread": 1, "comment": 2, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#72", "issue_number": "72", "quality_tiers": {"unresolved": 4, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-40af98504319f358", "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: Rul1an/assay\nThread: Rul1an/assay#72\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: Rul1an/assay\nThread: Rul1an/assay#72\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#72\nRepo: Rul1an/assay\nIssue/PR number: 72\nGraph consistency label: assumption_check\nNodes: 18\nEdges: 24\nNode types: {'link_quality': 6, 'comment': 2, 'comment_chain': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_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, 'test_ci_gap': 1, 'human_feedback_general': 1, 'human_reported_issue_no_linked_fix': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'unresolved': 4, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-f9cda8d6b47c54bc", "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": "Rul1an/assay", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: Rul1an/assay"}, "properties": {"repobilityId": 360985, "scanner": "foundry_dataset", "fingerprint": "15b378c9fa040580ded1787e23a0e24590336f6e2b74c50cf4a58d0bbc5fde9e", "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": 1, "human_feedback_general": 5, "unlinked_human_feedback": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 7, "blueprint_human_gap_alignment": 3, "blueprint_human_gap_disagreement": 3, "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": 14}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 70, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 8, "thread_has_comment": 8, "alignment_uses_comment": 6, "alignment_uses_finding": 6, "chain_has_link_quality": 16, "comment_aligns_finding": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 8, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 8}, "node_count": 44, "node_types": {"repo": 1, "thread": 1, "comment": 8, "alignment": 6, "fix_outcome": 1, "issue_chain": 1, "link_quality": 16, "comment_chain": 8, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#71", "issue_number": "71", "quality_tiers": {"unresolved": 10, "assumption_check": 6}, "repo_full_name": "Rul1an/assay", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-174780e6d13cafe1", "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: Rul1an/assay\nThread: Rul1an/assay#71\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: Rul1an/assay\nThread: Rul1an/assay#71\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#71\nRepo: Rul1an/assay\nIssue/PR number: 71\nGraph consistency label: assumption_check\nNodes: 44\nEdges: 70\nNode types: {'link_quality': 16, 'comment': 8, 'comment_chain': 8, 'alignment': 6, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 16, 'thread_has_comment': 8, 'thread_has_comment_chain': 8, 'comment_has_chain': 8, 'issue_chain_has_comment_chain': 8, 'alignment_uses_comment': 6, 'alignment_uses_finding': 6, 'comment_aligns_finding': 6, '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': 7, 'human_feedback_general': 5, 'unlinked_human_feedback': 5, 'api_integration_gap': 3, 'human_reported_issue_no_linked_fix': 3, 'not_resolved_or_not_observed': 3, 'blueprint_human_gap_alignment': 3, 'blueprint_human_gap_disagreement': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'partial blueprint fit': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 14, 'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 10, 'assumption_check': 6}\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/Rul1an/assay", "source_id": "graph-query-motif_query-e131387851a17c74", "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": "Rul1an/assay", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: Rul1an/assay"}, "properties": {"repobilityId": 360984, "scanner": "foundry_dataset", "fingerprint": "e4b5d15e2e9fadc3477baed66ecd98ef7d2c992d9951356a0e6354d35bf8e735", "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": 1, "human_feedback_general": 5, "unlinked_human_feedback": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 7, "blueprint_human_gap_alignment": 3, "blueprint_human_gap_disagreement": 3, "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": 14}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 70, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 8, "thread_has_comment": 8, "alignment_uses_comment": 6, "alignment_uses_finding": 6, "chain_has_link_quality": 16, "comment_aligns_finding": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 8, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 8}, "node_count": 44, "node_types": {"repo": 1, "thread": 1, "comment": 8, "alignment": 6, "fix_outcome": 1, "issue_chain": 1, "link_quality": 16, "comment_chain": 8, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#70", "issue_number": "70", "quality_tiers": {"unresolved": 10, "assumption_check": 6}, "repo_full_name": "Rul1an/assay", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-e05a370300623eb0", "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: Rul1an/assay\nThread: Rul1an/assay#70\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: Rul1an/assay\nThread: Rul1an/assay#70\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#70\nRepo: Rul1an/assay\nIssue/PR number: 70\nGraph consistency label: assumption_check\nNodes: 44\nEdges: 70\nNode types: {'link_quality': 16, 'comment': 8, 'comment_chain': 8, 'alignment': 6, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 16, 'thread_has_comment': 8, 'thread_has_comment_chain': 8, 'comment_has_chain': 8, 'issue_chain_has_comment_chain': 8, 'alignment_uses_comment': 6, 'alignment_uses_finding': 6, 'comment_aligns_finding': 6, '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': 7, 'human_feedback_general': 5, 'unlinked_human_feedback': 5, 'api_integration_gap': 3, 'human_reported_issue_no_linked_fix': 3, 'not_resolved_or_not_observed': 3, 'blueprint_human_gap_alignment': 3, 'blueprint_human_gap_disagreement': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'partial blueprint fit': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 14, 'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 10, 'assumption_check': 6}\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/Rul1an/assay", "source_id": "graph-query-motif_query-2967d5c51156ef17", "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": "Rul1an/assay", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: Rul1an/assay"}, "properties": {"repobilityId": 360983, "scanner": "foundry_dataset", "fingerprint": "a8f21773e2c145ac97c7e5096e28c5e78c18f30367c33f0f2883e6c36c0a2828", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "human_feedback_general": 1, "unlinked_human_feedback": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "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": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 18, "node_types": {"repo": 1, "thread": 1, "comment": 2, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#69", "issue_number": "69", "quality_tiers": {"unresolved": 4, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-4be717af3025ceb1", "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: Rul1an/assay\nThread: Rul1an/assay#69\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: Rul1an/assay\nThread: Rul1an/assay#69\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#69\nRepo: Rul1an/assay\nIssue/PR number: 69\nGraph consistency label: assumption_check\nNodes: 18\nEdges: 24\nNode types: {'link_quality': 6, 'comment': 2, 'comment_chain': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_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, 'test_ci_gap': 1, 'human_feedback_general': 1, 'human_reported_issue_no_linked_fix': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'unresolved': 4, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-b62e9267da4985af", "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": "Rul1an/assay", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: Rul1an/assay"}, "properties": {"repobilityId": 360982, "scanner": "foundry_dataset", "fingerprint": "37e118ae0174d2e2ea20026dc009b05f66a6883ea3a4efe7924ba1a779612a5d", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "human_feedback_general": 1, "unlinked_human_feedback": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "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": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 18, "node_types": {"repo": 1, "thread": 1, "comment": 2, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#68", "issue_number": "68", "quality_tiers": {"unresolved": 4, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-afc8101be2b7fbe6", "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: Rul1an/assay\nThread: Rul1an/assay#68\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: Rul1an/assay\nThread: Rul1an/assay#68\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#68\nRepo: Rul1an/assay\nIssue/PR number: 68\nGraph consistency label: assumption_check\nNodes: 18\nEdges: 24\nNode types: {'link_quality': 6, 'comment': 2, 'comment_chain': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_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, 'test_ci_gap': 1, 'human_feedback_general': 1, 'human_reported_issue_no_linked_fix': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'unresolved': 4, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-9d2b9f9594a6fe9c", "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": "Rul1an/assay", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: Rul1an/assay"}, "properties": {"repobilityId": 360981, "scanner": "foundry_dataset", "fingerprint": "49672b65c906c0e21201dcd8d46476eee35b0eb0b12087986c5e4f2eeb09f981", "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": 1, "human_feedback_general": 5, "unlinked_human_feedback": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 7, "blueprint_human_gap_alignment": 3, "blueprint_human_gap_disagreement": 3, "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": 14}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 70, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 8, "thread_has_comment": 8, "alignment_uses_comment": 6, "alignment_uses_finding": 6, "chain_has_link_quality": 16, "comment_aligns_finding": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 8, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 8}, "node_count": 44, "node_types": {"repo": 1, "thread": 1, "comment": 8, "alignment": 6, "fix_outcome": 1, "issue_chain": 1, "link_quality": 16, "comment_chain": 8, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#67", "issue_number": "67", "quality_tiers": {"unresolved": 10, "assumption_check": 6}, "repo_full_name": "Rul1an/assay", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-6a7c0ff3e2bf206f", "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: Rul1an/assay\nThread: Rul1an/assay#67\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: Rul1an/assay\nThread: Rul1an/assay#67\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#67\nRepo: Rul1an/assay\nIssue/PR number: 67\nGraph consistency label: assumption_check\nNodes: 44\nEdges: 70\nNode types: {'link_quality': 16, 'comment': 8, 'comment_chain': 8, 'alignment': 6, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 16, 'thread_has_comment': 8, 'thread_has_comment_chain': 8, 'comment_has_chain': 8, 'issue_chain_has_comment_chain': 8, 'alignment_uses_comment': 6, 'alignment_uses_finding': 6, 'comment_aligns_finding': 6, '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': 7, 'human_feedback_general': 5, 'unlinked_human_feedback': 5, 'api_integration_gap': 3, 'human_reported_issue_no_linked_fix': 3, 'not_resolved_or_not_observed': 3, 'blueprint_human_gap_alignment': 3, 'blueprint_human_gap_disagreement': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'partial blueprint fit': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 14, 'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 10, 'assumption_check': 6}\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/Rul1an/assay", "source_id": "graph-query-motif_query-6cbfb97272b27dc7", "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": "Rul1an/assay", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: Rul1an/assay"}, "properties": {"repobilityId": 360980, "scanner": "foundry_dataset", "fingerprint": "73be5b09e6ce4c9ba3e231455dfde5c638059fb8f7f5c502042a64971b991898", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "human_feedback_general": 1, "unlinked_human_feedback": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "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": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 18, "node_types": {"repo": 1, "thread": 1, "comment": 2, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#66", "issue_number": "66", "quality_tiers": {"unresolved": 4, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-b8cae444d9ae7a1e", "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: Rul1an/assay\nThread: Rul1an/assay#66\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: Rul1an/assay\nThread: Rul1an/assay#66\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#66\nRepo: Rul1an/assay\nIssue/PR number: 66\nGraph consistency label: assumption_check\nNodes: 18\nEdges: 24\nNode types: {'link_quality': 6, 'comment': 2, 'comment_chain': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_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, 'test_ci_gap': 1, 'human_feedback_general': 1, 'human_reported_issue_no_linked_fix': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'unresolved': 4, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-c79264571c704340", "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": "Rul1an/assay", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: Rul1an/assay"}, "properties": {"repobilityId": 360979, "scanner": "foundry_dataset", "fingerprint": "7804bf1243315a4aaa4458ed96aef91a3ae9a8647133e7b9fbe87510eb746c90", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"security_auth_secret": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "Rul1an/assay#60", "issue_number": "60", "quality_tiers": {"unresolved": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-16a8bc71b88983c2", "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: Rul1an/assay\nThread: Rul1an/assay#60\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: Rul1an/assay\nThread: Rul1an/assay#60\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#60\nRepo: Rul1an/assay\nIssue/PR number: 60\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-91c3c759f2b929e9", "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": "Rul1an/assay", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: Rul1an/assay"}, "properties": {"repobilityId": 360978, "scanner": "foundry_dataset", "fingerprint": "f896ff9966a4caaa784b3b91f6d4a24b06690d6b4f754d83a57daeae37ab995d", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "human_feedback_general": 1, "unlinked_human_feedback": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "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": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 18, "node_types": {"repo": 1, "thread": 1, "comment": 2, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#53", "issue_number": "53", "quality_tiers": {"unresolved": 4, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-6f803bf32b306596", "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: Rul1an/assay\nThread: Rul1an/assay#53\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: Rul1an/assay\nThread: Rul1an/assay#53\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#53\nRepo: Rul1an/assay\nIssue/PR number: 53\nGraph consistency label: assumption_check\nNodes: 18\nEdges: 24\nNode types: {'link_quality': 6, 'comment': 2, 'comment_chain': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_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, 'test_ci_gap': 1, 'human_feedback_general': 1, 'human_reported_issue_no_linked_fix': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'unresolved': 4, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-8bf453498197c957", "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": "Rul1an/assay", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: Rul1an/assay"}, "properties": {"repobilityId": 360977, "scanner": "foundry_dataset", "fingerprint": "9dc20d6f4d73e7d1216929f8c3b08c5f0dcdfbde46c1ea5e4f042dbf8991cf74", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"test_ci_gap": 1, "deployment_env_gap": 5, "partial blueprint fit": 1, "human_feedback_general": 31, "unlinked_human_feedback": 31, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 6, "ambiguous_needs_more_evidence": 33, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 6, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 12, "ambiguous_needs_more_evidence": 66}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 199, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 37, "thread_has_comment": 37, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 41, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 37, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 37}, "node_count": 123, "node_types": {"repo": 1, "thread": 1, "comment": 37, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 41, "comment_chain": 37, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#5", "issue_number": "5", "quality_tiers": {"unresolved": 39, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-da287361b63442e6", "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: Rul1an/assay\nThread: Rul1an/assay#5\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: Rul1an/assay\nThread: Rul1an/assay#5\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#5\nRepo: Rul1an/assay\nIssue/PR number: 5\nGraph consistency label: assumption_check\nNodes: 123\nEdges: 199\nNode types: {'link_quality': 41, 'comment': 37, 'comment_chain': 37, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 41, 'thread_has_comment': 37, 'thread_has_comment_chain': 37, 'comment_has_chain': 37, 'issue_chain_has_comment_chain': 37, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 33, 'human_feedback_general': 31, 'unlinked_human_feedback': 31, 'human_reported_issue_no_linked_fix': 6, 'not_resolved_or_not_observed': 6, 'deployment_env_gap': 5, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 66, 'not_resolved_or_not_observed': 12}\nQuality tiers: {'unresolved': 39, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-2dd8366368c354c9", "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": "Rul1an/assay", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: Rul1an/assay"}, "properties": {"repobilityId": 360976, "scanner": "foundry_dataset", "fingerprint": "f304fa49d15c76858c50494cae6828c34425a7d6ff557d2facbeb93627438103", "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": "Rul1an/assay#43", "issue_number": "43", "quality_tiers": {"unresolved": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-ad31813957b5a555", "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: Rul1an/assay\nThread: Rul1an/assay#43\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: Rul1an/assay\nThread: Rul1an/assay#43\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#43\nRepo: Rul1an/assay\nIssue/PR number: 43\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/Rul1an/assay", "source_id": "graph-query-motif_query-311853869a865301", "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": "Rul1an/assay", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: Rul1an/assay"}, "properties": {"repobilityId": 360975, "scanner": "foundry_dataset", "fingerprint": "d0a17c04a4c0c4ed3f17c55e4aa42dffc892b5fcf64cb9d967f926721ddcfc2f", "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": {"partial blueprint fit": 1, "human_feedback_general": 11, "data_schema_persistence": 1, "unlinked_human_feedback": 11, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 13, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "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": 2, "ambiguous_needs_more_evidence": 26}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 74, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 12, "thread_has_comment": 12, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 16, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 12, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 12}, "node_count": 48, "node_types": {"repo": 1, "thread": 1, "comment": 12, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 16, "comment_chain": 12, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#4", "issue_number": "4", "quality_tiers": {"unresolved": 14, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-dbdd95f6df161fc1", "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: Rul1an/assay\nThread: Rul1an/assay#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: Rul1an/assay\nThread: Rul1an/assay#4\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#4\nRepo: Rul1an/assay\nIssue/PR number: 4\nGraph consistency label: assumption_check\nNodes: 48\nEdges: 74\nNode types: {'link_quality': 16, 'comment': 12, 'comment_chain': 12, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 16, 'thread_has_comment': 12, 'thread_has_comment_chain': 12, 'comment_has_chain': 12, 'issue_chain_has_comment_chain': 12, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 13, 'human_feedback_general': 11, 'unlinked_human_feedback': 11, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 26, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'unresolved': 14, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-70c6c2a7bf211e81", "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": "Rul1an/assay", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: Rul1an/assay"}, "properties": {"repobilityId": 360974, "scanner": "foundry_dataset", "fingerprint": "54d5f6a91edc8b8976f4486c86ee1d8ccb6d5e54db4937a3610f58280f6a1871", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"test_ci_gap": 1, "api_integration_gap": 1, "partial blueprint fit": 1, "human_feedback_general": 4, "unlinked_human_feedback": 4, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6, "blueprint_human_gap_alignment": 2, "blueprint_human_gap_disagreement": 2, "human_reported_issue_no_linked_fix": 2, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 4, "ambiguous_needs_more_evidence": 12}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 52, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 6, "thread_has_comment": 6, "alignment_uses_comment": 4, "alignment_uses_finding": 4, "chain_has_link_quality": 12, "comment_aligns_finding": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 6, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 6}, "node_count": 34, "node_types": {"repo": 1, "thread": 1, "comment": 6, "alignment": 4, "fix_outcome": 1, "issue_chain": 1, "link_quality": 12, "comment_chain": 6, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#3", "issue_number": "3", "quality_tiers": {"unresolved": 8, "assumption_check": 4}, "repo_full_name": "Rul1an/assay", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-c25c5a04564353bd", "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: Rul1an/assay\nThread: Rul1an/assay#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: Rul1an/assay\nThread: Rul1an/assay#3\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#3\nRepo: Rul1an/assay\nIssue/PR number: 3\nGraph consistency label: assumption_check\nNodes: 34\nEdges: 52\nNode types: {'link_quality': 12, 'comment': 6, 'comment_chain': 6, 'alignment': 4, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 12, 'thread_has_comment': 6, 'thread_has_comment_chain': 6, 'comment_has_chain': 6, 'issue_chain_has_comment_chain': 6, 'alignment_uses_comment': 4, 'alignment_uses_finding': 4, 'comment_aligns_finding': 4, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 6, 'human_feedback_general': 4, 'unlinked_human_feedback': 4, 'human_reported_issue_no_linked_fix': 2, 'not_resolved_or_not_observed': 2, 'thread_has_human_issue_without_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'blueprint_human_gap_disagreement': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'test_ci_gap': 1, 'partial blueprint fit': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 12, 'not_resolved_or_not_observed': 4}\nQuality tiers: {'unresolved': 8, 'assumption_check': 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/Rul1an/assay", "source_id": "graph-query-motif_query-140d9b8676f48dac", "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": "Rul1an/assay", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: Rul1an/assay"}, "properties": {"repobilityId": 360973, "scanner": "foundry_dataset", "fingerprint": "ad4fd1916e006716ba5e4da603c1d0227b27a94f6700741d7ed1c55d36aed0e2", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"security_auth_secret": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "Rul1an/assay#26", "issue_number": "26", "quality_tiers": {"unresolved": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-801b4d5daa56a9a0", "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: Rul1an/assay\nThread: Rul1an/assay#26\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: Rul1an/assay\nThread: Rul1an/assay#26\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#26\nRepo: Rul1an/assay\nIssue/PR number: 26\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-8304875c4889fd75", "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": "Rul1an/assay", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: Rul1an/assay"}, "properties": {"repobilityId": 360972, "scanner": "foundry_dataset", "fingerprint": "48fcd6b18d86a11a1ac9ee4544d69ee28e4b7a0702860e2d8ce47a8dc6647158", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"security_auth_secret": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "Rul1an/assay#23", "issue_number": "23", "quality_tiers": {"unresolved": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-60b0eec836c7c08d", "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: Rul1an/assay\nThread: Rul1an/assay#23\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: Rul1an/assay\nThread: Rul1an/assay#23\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#23\nRepo: Rul1an/assay\nIssue/PR number: 23\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-884006700b1905a0", "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": "Rul1an/assay", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: Rul1an/assay"}, "properties": {"repobilityId": 360971, "scanner": "foundry_dataset", "fingerprint": "ea5091b528d4f86353d0c0e40904f50d7adcbdea258dab6c8ff648f941d7dcae", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"test_ci_gap": 1, "runtime_failure": 1, "agent_instruction_gap": 1, "partial blueprint fit": 1, "human_feedback_general": 13, "unlinked_human_feedback": 13, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 15, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "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": 30}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 94, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 16, "thread_has_comment": 16, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 20, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 16, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 16}, "node_count": 60, "node_types": {"repo": 1, "thread": 1, "comment": 16, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 20, "comment_chain": 16, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#2", "issue_number": "2", "quality_tiers": {"unresolved": 18, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-4b1dd28f67f7635d", "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: Rul1an/assay\nThread: Rul1an/assay#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: Rul1an/assay\nThread: Rul1an/assay#2\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#2\nRepo: Rul1an/assay\nIssue/PR number: 2\nGraph consistency label: assumption_check\nNodes: 60\nEdges: 94\nNode types: {'link_quality': 20, 'comment': 16, 'comment_chain': 16, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 20, 'thread_has_comment': 16, 'thread_has_comment_chain': 16, 'comment_has_chain': 16, 'issue_chain_has_comment_chain': 16, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 15, 'human_feedback_general': 13, 'unlinked_human_feedback': 13, 'human_reported_issue_no_linked_fix': 3, 'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'runtime_failure': 1, 'agent_instruction_gap': 1, 'test_ci_gap': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 30, 'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 18, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-a0e1038a64a6b4e6", "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": "Rul1an/assay", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: Rul1an/assay"}, "properties": {"repobilityId": 360970, "scanner": "foundry_dataset", "fingerprint": "553fa290ee29cdbb8a2bd9a7eef8544f114c3c93330a09bab038fc879b1c44d4", "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": "Rul1an/assay#13", "issue_number": "13", "quality_tiers": {"unresolved": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-8ca0360044afa796", "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: Rul1an/assay\nThread: Rul1an/assay#13\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: Rul1an/assay\nThread: Rul1an/assay#13\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#13\nRepo: Rul1an/assay\nIssue/PR number: 13\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/Rul1an/assay", "source_id": "graph-query-motif_query-2888adc33aa99726", "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": "Rul1an/assay", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: Rul1an/assay"}, "properties": {"repobilityId": 360969, "scanner": "foundry_dataset", "fingerprint": "90ffd3b3d404d37cf174fc185bc73155480bf96dc91ae1eede0a386ded9a048f", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"deployment_env_gap": 1, "agent_instruction_gap": 1, "human_feedback_general": 1, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 4, "ambiguous_needs_more_evidence": 1, "human_reported_issue_no_linked_fix": 2, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 8, "ambiguous_needs_more_evidence": 2}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 21, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "chain_has_link_quality": 5, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 15, "node_types": {"repo": 1, "thread": 1, "comment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 3}, "query_type": "motif_query", "thread_key": "Rul1an/assay#11", "issue_number": "11", "quality_tiers": {"unresolved": 5}, "repo_full_name": "Rul1an/assay", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-59e76d24fc3af154", "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: Rul1an/assay\nThread: Rul1an/assay#11\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: Rul1an/assay\nThread: Rul1an/assay#11\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#11\nRepo: Rul1an/assay\nIssue/PR number: 11\nGraph consistency label: needs_more_evidence\nNodes: 15\nEdges: 21\nNode types: {'link_quality': 5, 'comment': 3, 'comment_chain': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 5, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 4, 'human_reported_issue_no_linked_fix': 2, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'agent_instruction_gap': 1, 'human_feedback_general': 1, 'deployment_env_gap': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1}\nOutcomes: {'not_resolved_or_not_observed': 8, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'unresolved': 5}\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/Rul1an/assay", "source_id": "graph-query-motif_query-8f266380e95eb672", "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": "Rul1an/assay", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: Rul1an/assay"}, "properties": {"repobilityId": 360968, "scanner": "foundry_dataset", "fingerprint": "b33d15268dd0f5cb4ee2d6c92413c7b185bc4cbcc549906b9d07a9fd89e6a1b8", "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": "Rul1an/assay#10", "issue_number": "10", "quality_tiers": {"unresolved": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-2ca2509033c67f7a", "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: Rul1an/assay\nThread: Rul1an/assay#10\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: Rul1an/assay\nThread: Rul1an/assay#10\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#10\nRepo: Rul1an/assay\nIssue/PR number: 10\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/Rul1an/assay", "source_id": "graph-query-motif_query-7ec0bc7d04e44f44", "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": "Rul1an/assay", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: Rul1an/assay"}, "properties": {"repobilityId": 360967, "scanner": "foundry_dataset", "fingerprint": "52faf491113824be3131d8ef1255c2f99be78d84c02245ba86f7cf76377a98d4", "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, "agent_instruction_gap": 4, "partial blueprint fit": 1, "human_feedback_general": 5, "data_schema_persistence": 2, "unlinked_human_feedback": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 9, "ambiguous_needs_more_evidence": 5, "blueprint_human_gap_alignment": 3, "blueprint_human_gap_disagreement": 3, "human_reported_issue_no_linked_fix": 7, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 18, "ambiguous_needs_more_evidence": 10}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 90, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 12, "thread_has_comment": 12, "alignment_uses_comment": 6, "alignment_uses_finding": 6, "chain_has_link_quality": 20, "comment_aligns_finding": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 12, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 12}, "node_count": 56, "node_types": {"repo": 1, "thread": 1, "comment": 12, "alignment": 6, "fix_outcome": 1, "issue_chain": 1, "link_quality": 20, "comment_chain": 12, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1", "issue_number": "1", "quality_tiers": {"unresolved": 14, "assumption_check": 6}, "repo_full_name": "Rul1an/assay", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-e3f49734c1608e55", "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: Rul1an/assay\nThread: Rul1an/assay#1\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: Rul1an/assay\nThread: Rul1an/assay#1\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1\nRepo: Rul1an/assay\nIssue/PR number: 1\nGraph consistency label: assumption_check\nNodes: 56\nEdges: 90\nNode types: {'link_quality': 20, 'comment': 12, 'comment_chain': 12, 'alignment': 6, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 20, 'thread_has_comment': 12, 'thread_has_comment_chain': 12, 'comment_has_chain': 12, 'issue_chain_has_comment_chain': 12, 'alignment_uses_comment': 6, 'alignment_uses_finding': 6, 'comment_aligns_finding': 6, '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': 9, 'human_reported_issue_no_linked_fix': 7, 'human_feedback_general': 5, 'unlinked_human_feedback': 5, 'ambiguous_needs_more_evidence': 5, 'agent_instruction_gap': 4, 'blueprint_human_gap_alignment': 3, 'blueprint_human_gap_disagreement': 3, 'data_schema_persistence': 2, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'partial blueprint fit': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 18, 'ambiguous_needs_more_evidence': 10}\nQuality tiers: {'unresolved': 14, 'assumption_check': 6}\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/Rul1an/assay", "source_id": "graph-query-motif_query-3afc8e5e1888b6e7", "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": "Rul1an/assay", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344606, "scanner": "foundry_dataset", "fingerprint": "d3e739ba030b2385d504d7ba3ed924af8e2aac38a69b3b734399fadc90821fbc", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "human_feedback_general": 3, "data_schema_persistence": 1, "unlinked_human_feedback": 3, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 5, "blueprint_human_gap_alignment": 2, "blueprint_human_gap_disagreement": 2, "human_reported_issue_no_linked_fix": 2, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 4, "ambiguous_needs_more_evidence": 10}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 47, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 5, "thread_has_comment": 5, "alignment_uses_comment": 4, "alignment_uses_finding": 4, "chain_has_link_quality": 11, "comment_aligns_finding": 4, "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": 31, "node_types": {"repo": 1, "thread": 1, "comment": 5, "alignment": 4, "fix_outcome": 1, "issue_chain": 1, "link_quality": 11, "comment_chain": 5, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#9", "issue_number": "9", "quality_tiers": {"unresolved": 7, "assumption_check": 4}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-c1aec76129d50a66", "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: Rul1an/assay\nThread: Rul1an/assay#9\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: Rul1an/assay\nThread: Rul1an/assay#9\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#9\nRepo: Rul1an/assay\nIssue/PR number: 9\nGraph consistency label: assumption_check\nNodes: 31\nEdges: 47\nNode types: {'link_quality': 11, 'comment': 5, 'comment_chain': 5, 'alignment': 4, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 11, 'thread_has_comment': 5, 'thread_has_comment_chain': 5, 'comment_has_chain': 5, 'issue_chain_has_comment_chain': 5, 'alignment_uses_comment': 4, 'alignment_uses_finding': 4, 'comment_aligns_finding': 4, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 5, 'human_feedback_general': 3, 'unlinked_human_feedback': 3, 'human_reported_issue_no_linked_fix': 2, 'not_resolved_or_not_observed': 2, 'thread_has_human_issue_without_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'blueprint_human_gap_disagreement': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'test_ci_gap': 1, 'partial blueprint fit': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 10, 'not_resolved_or_not_observed': 4}\nQuality tiers: {'unresolved': 7, 'assumption_check': 4}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-684282406101da72", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344605, "scanner": "foundry_dataset", "fingerprint": "f2f5e281899f59ed47547f2db3970f2d3e97b1adbbc6d06e304039081e9295e6", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"api_integration_gap": 1, "partial blueprint fit": 1, "human_feedback_general": 1, "unlinked_human_feedback": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "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": 2, "ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 18, "node_types": {"repo": 1, "thread": 1, "comment": 2, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#86", "issue_number": "86", "quality_tiers": {"unresolved": 4, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-164cc2a13af38b70", "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: Rul1an/assay\nThread: Rul1an/assay#86\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: Rul1an/assay\nThread: Rul1an/assay#86\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#86\nRepo: Rul1an/assay\nIssue/PR number: 86\nGraph consistency label: assumption_check\nNodes: 18\nEdges: 24\nNode types: {'link_quality': 6, 'comment': 2, 'comment_chain': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'api_integration_gap': 1, 'unlinked_human_feedback': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'unresolved': 4, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-062144c9e5ab9976", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344604, "scanner": "foundry_dataset", "fingerprint": "fffd6dc53a820df8d5e38811776035d6c5e8dc23595ee413b67bcef9a8b283ef", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"api_integration_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 4, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 2, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 8}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 18, "node_types": {"repo": 1, "thread": 1, "comment": 2, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#85", "issue_number": "85", "quality_tiers": {"unresolved": 4, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-0270578d2f5e7385", "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: Rul1an/assay\nThread: Rul1an/assay#85\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: Rul1an/assay\nThread: Rul1an/assay#85\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#85\nRepo: Rul1an/assay\nIssue/PR number: 85\nGraph consistency label: assumption_check\nNodes: 18\nEdges: 24\nNode types: {'link_quality': 6, 'comment': 2, 'comment_chain': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 4, 'human_reported_issue_no_linked_fix': 2, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'security_auth_secret': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 8}\nQuality tiers: {'unresolved': 4, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-8fc0e94a477e2c1a", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344603, "scanner": "foundry_dataset", "fingerprint": "73e3af5facdee5cb19ca919eb7b1d4375b93f22d25a5f7a16eba99690359d2a6", "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": 1, "human_feedback_general": 5, "unlinked_human_feedback": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 7, "blueprint_human_gap_alignment": 3, "blueprint_human_gap_disagreement": 3, "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": 14}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 70, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 8, "thread_has_comment": 8, "alignment_uses_comment": 6, "alignment_uses_finding": 6, "chain_has_link_quality": 16, "comment_aligns_finding": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 8, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 8}, "node_count": 44, "node_types": {"repo": 1, "thread": 1, "comment": 8, "alignment": 6, "fix_outcome": 1, "issue_chain": 1, "link_quality": 16, "comment_chain": 8, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#83", "issue_number": "83", "quality_tiers": {"unresolved": 10, "assumption_check": 6}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-31aadc5492a75d8b", "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: Rul1an/assay\nThread: Rul1an/assay#83\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: Rul1an/assay\nThread: Rul1an/assay#83\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#83\nRepo: Rul1an/assay\nIssue/PR number: 83\nGraph consistency label: assumption_check\nNodes: 44\nEdges: 70\nNode types: {'link_quality': 16, 'comment': 8, 'comment_chain': 8, 'alignment': 6, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 16, 'thread_has_comment': 8, 'thread_has_comment_chain': 8, 'comment_has_chain': 8, 'issue_chain_has_comment_chain': 8, 'alignment_uses_comment': 6, 'alignment_uses_finding': 6, 'comment_aligns_finding': 6, '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': 7, 'human_feedback_general': 5, 'unlinked_human_feedback': 5, 'api_integration_gap': 3, 'human_reported_issue_no_linked_fix': 3, 'not_resolved_or_not_observed': 3, 'blueprint_human_gap_alignment': 3, 'blueprint_human_gap_disagreement': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'partial blueprint fit': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 14, 'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 10, 'assumption_check': 6}\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/Rul1an/assay", "source_id": "graph-query-motif_query-3e465b9168f1d6d2", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344602, "scanner": "foundry_dataset", "fingerprint": "5228bf184280cd2a92fef3127802f6a42a7205b9e48c8c0332aa126240854a6e", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "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": 19, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 15, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#82", "issue_number": "82", "quality_tiers": {"unresolved": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-badd0fbebaced85d", "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: Rul1an/assay\nThread: Rul1an/assay#82\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: Rul1an/assay\nThread: Rul1an/assay#82\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#82\nRepo: Rul1an/assay\nIssue/PR number: 82\nGraph consistency label: assumption_check\nNodes: 15\nEdges: 19\nNode types: {'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-3542cd404afc394b", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344601, "scanner": "foundry_dataset", "fingerprint": "c2cef3acbb941e9aa485aa5dc0387a07ff986273f3ef6533498cb96d93b0613b", "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, "api_integration_gap": 1, "partial blueprint fit": 1, "human_feedback_general": 4, "unlinked_human_feedback": 4, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6, "blueprint_human_gap_alignment": 2, "blueprint_human_gap_disagreement": 2, "human_reported_issue_no_linked_fix": 2, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 4, "ambiguous_needs_more_evidence": 12}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 52, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 6, "thread_has_comment": 6, "alignment_uses_comment": 4, "alignment_uses_finding": 4, "chain_has_link_quality": 12, "comment_aligns_finding": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 6, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 6}, "node_count": 34, "node_types": {"repo": 1, "thread": 1, "comment": 6, "alignment": 4, "fix_outcome": 1, "issue_chain": 1, "link_quality": 12, "comment_chain": 6, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#81", "issue_number": "81", "quality_tiers": {"unresolved": 8, "assumption_check": 4}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-b34f54a2ff6ae383", "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: Rul1an/assay\nThread: Rul1an/assay#81\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: Rul1an/assay\nThread: Rul1an/assay#81\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#81\nRepo: Rul1an/assay\nIssue/PR number: 81\nGraph consistency label: assumption_check\nNodes: 34\nEdges: 52\nNode types: {'link_quality': 12, 'comment': 6, 'comment_chain': 6, 'alignment': 4, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 12, 'thread_has_comment': 6, 'thread_has_comment_chain': 6, 'comment_has_chain': 6, 'issue_chain_has_comment_chain': 6, 'alignment_uses_comment': 4, 'alignment_uses_finding': 4, 'comment_aligns_finding': 4, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 6, 'human_feedback_general': 4, 'unlinked_human_feedback': 4, 'human_reported_issue_no_linked_fix': 2, 'not_resolved_or_not_observed': 2, 'thread_has_human_issue_without_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'blueprint_human_gap_disagreement': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'api_integration_gap': 1, 'partial blueprint fit': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 12, 'not_resolved_or_not_observed': 4}\nQuality tiers: {'unresolved': 8, 'assumption_check': 4}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-1b0a5424028493d1", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344600, "scanner": "foundry_dataset", "fingerprint": "2ea7ce188523910d5dfad754c56074abac05020eec6f671cb77f9a73bcad9525", "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": 2, "partial blueprint fit": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 4, "blueprint_human_gap_alignment": 2, "blueprint_human_gap_disagreement": 2, "human_reported_issue_no_linked_fix": 2, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 8}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 32, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 4, "alignment_uses_finding": 4, "chain_has_link_quality": 8, "comment_aligns_finding": 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": 22, "node_types": {"repo": 1, "thread": 1, "comment": 2, "alignment": 4, "fix_outcome": 1, "issue_chain": 1, "link_quality": 8, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#80", "issue_number": "80", "quality_tiers": {"unresolved": 4, "assumption_check": 4}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-3528190b3c08f340", "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: Rul1an/assay\nThread: Rul1an/assay#80\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: Rul1an/assay\nThread: Rul1an/assay#80\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#80\nRepo: Rul1an/assay\nIssue/PR number: 80\nGraph consistency label: assumption_check\nNodes: 22\nEdges: 32\nNode types: {'link_quality': 8, 'alignment': 4, 'comment': 2, 'comment_chain': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 8, 'alignment_uses_comment': 4, 'alignment_uses_finding': 4, 'comment_aligns_finding': 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: {'not_resolved_or_not_observed': 4, 'ui_workflow_gap': 2, 'human_reported_issue_no_linked_fix': 2, 'thread_has_human_issue_without_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'blueprint_human_gap_disagreement': 2, 'issue_or_pull_request_thread': 1, 'partial blueprint fit': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 8}\nQuality tiers: {'unresolved': 4, 'assumption_check': 4}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-f776787e6c235f1f", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344599, "scanner": "foundry_dataset", "fingerprint": "1828649ee304823bd1b95360e8f16ab81a12011d652abf3e0a37e126e332fa79", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "human_feedback_general": 6, "unlinked_human_feedback": 6, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 8, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "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": 2, "ambiguous_needs_more_evidence": 16}, "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": 7, "thread_has_comment": 7, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 11, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 7, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 7}, "node_count": 33, "node_types": {"repo": 1, "thread": 1, "comment": 7, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 11, "comment_chain": 7, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#8", "issue_number": "8", "quality_tiers": {"unresolved": 9, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-0a45d05748a4712e", "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: Rul1an/assay\nThread: Rul1an/assay#8\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: Rul1an/assay\nThread: Rul1an/assay#8\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#8\nRepo: Rul1an/assay\nIssue/PR number: 8\nGraph consistency label: assumption_check\nNodes: 33\nEdges: 49\nNode types: {'link_quality': 11, 'comment': 7, 'comment_chain': 7, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 11, 'thread_has_comment': 7, 'thread_has_comment_chain': 7, 'comment_has_chain': 7, 'issue_chain_has_comment_chain': 7, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 8, 'human_feedback_general': 6, 'unlinked_human_feedback': 6, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 16, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'unresolved': 9, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-f665bc73703ce36c", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344598, "scanner": "foundry_dataset", "fingerprint": "7adbabe8c0dab453f805315a0407223330e5785a7b7697b1c1a755f45289f6b6", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"api_integration_gap": 2, "security_auth_secret": 1, "partial blueprint fit": 1, "human_feedback_general": 5, "unlinked_human_feedback": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 7, "blueprint_human_gap_alignment": 2, "blueprint_human_gap_disagreement": 2, "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": 14}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 62, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 8, "thread_has_comment": 8, "alignment_uses_comment": 4, "alignment_uses_finding": 4, "chain_has_link_quality": 14, "comment_aligns_finding": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 8, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 8}, "node_count": 40, "node_types": {"repo": 1, "thread": 1, "comment": 8, "alignment": 4, "fix_outcome": 1, "issue_chain": 1, "link_quality": 14, "comment_chain": 8, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#79", "issue_number": "79", "quality_tiers": {"unresolved": 10, "assumption_check": 4}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-665927c6f7148568", "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: Rul1an/assay\nThread: Rul1an/assay#79\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: Rul1an/assay\nThread: Rul1an/assay#79\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#79\nRepo: Rul1an/assay\nIssue/PR number: 79\nGraph consistency label: assumption_check\nNodes: 40\nEdges: 62\nNode types: {'link_quality': 14, 'comment': 8, 'comment_chain': 8, 'alignment': 4, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 14, 'thread_has_comment': 8, 'thread_has_comment_chain': 8, 'comment_has_chain': 8, 'issue_chain_has_comment_chain': 8, 'alignment_uses_comment': 4, 'alignment_uses_finding': 4, 'comment_aligns_finding': 4, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 7, 'human_feedback_general': 5, 'unlinked_human_feedback': 5, 'human_reported_issue_no_linked_fix': 3, 'not_resolved_or_not_observed': 3, 'api_integration_gap': 2, 'thread_has_human_issue_without_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'blueprint_human_gap_disagreement': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'partial blueprint fit': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 14, 'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 10, 'assumption_check': 4}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-a35b26f698d1d2ec", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344597, "scanner": "foundry_dataset", "fingerprint": "09bdfad133f16cc7e9012c70e259e92ea4b1c557e684a8dd27652649bdfae04a", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"api_integration_gap": 2, "partial blueprint fit": 1, "human_feedback_general": 4, "unlinked_human_feedback": 4, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6, "blueprint_human_gap_alignment": 2, "blueprint_human_gap_disagreement": 2, "human_reported_issue_no_linked_fix": 2, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 4, "ambiguous_needs_more_evidence": 12}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 52, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 6, "thread_has_comment": 6, "alignment_uses_comment": 4, "alignment_uses_finding": 4, "chain_has_link_quality": 12, "comment_aligns_finding": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 6, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 6}, "node_count": 34, "node_types": {"repo": 1, "thread": 1, "comment": 6, "alignment": 4, "fix_outcome": 1, "issue_chain": 1, "link_quality": 12, "comment_chain": 6, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#78", "issue_number": "78", "quality_tiers": {"unresolved": 8, "assumption_check": 4}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-bbae947b6e315c94", "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: Rul1an/assay\nThread: Rul1an/assay#78\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: Rul1an/assay\nThread: Rul1an/assay#78\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#78\nRepo: Rul1an/assay\nIssue/PR number: 78\nGraph consistency label: assumption_check\nNodes: 34\nEdges: 52\nNode types: {'link_quality': 12, 'comment': 6, 'comment_chain': 6, 'alignment': 4, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 12, 'thread_has_comment': 6, 'thread_has_comment_chain': 6, 'comment_has_chain': 6, 'issue_chain_has_comment_chain': 6, 'alignment_uses_comment': 4, 'alignment_uses_finding': 4, 'comment_aligns_finding': 4, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 6, 'human_feedback_general': 4, 'unlinked_human_feedback': 4, 'api_integration_gap': 2, 'human_reported_issue_no_linked_fix': 2, 'not_resolved_or_not_observed': 2, 'thread_has_human_issue_without_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'blueprint_human_gap_disagreement': 2, 'issue_or_pull_request_thread': 1, 'partial blueprint fit': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 12, 'not_resolved_or_not_observed': 4}\nQuality tiers: {'unresolved': 8, 'assumption_check': 4}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-9688814a13528b29", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344596, "scanner": "foundry_dataset", "fingerprint": "d17f9c69474f8a371f586cbf3662d76d066f357d2979e639cdd73e243329d907", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"api_integration_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "data_schema_persistence": 2, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 6, "blueprint_human_gap_alignment": 3, "blueprint_human_gap_disagreement": 3, "human_reported_issue_no_linked_fix": 4, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 12}, "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": 4, "thread_has_comment": 4, "alignment_uses_comment": 6, "alignment_uses_finding": 6, "chain_has_link_quality": 12, "comment_aligns_finding": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 4, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 4}, "node_count": 32, "node_types": {"repo": 1, "thread": 1, "comment": 4, "alignment": 6, "fix_outcome": 1, "issue_chain": 1, "link_quality": 12, "comment_chain": 4, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#77", "issue_number": "77", "quality_tiers": {"unresolved": 6, "assumption_check": 6}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-59b80240d2645a8a", "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: Rul1an/assay\nThread: Rul1an/assay#77\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: Rul1an/assay\nThread: Rul1an/assay#77\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#77\nRepo: Rul1an/assay\nIssue/PR number: 77\nGraph consistency label: assumption_check\nNodes: 32\nEdges: 50\nNode types: {'link_quality': 12, 'alignment': 6, 'comment': 4, 'comment_chain': 4, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 12, 'alignment_uses_comment': 6, 'alignment_uses_finding': 6, 'comment_aligns_finding': 6, 'thread_has_comment': 4, 'thread_has_comment_chain': 4, 'comment_has_chain': 4, 'issue_chain_has_comment_chain': 4, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 6, 'human_reported_issue_no_linked_fix': 4, 'blueprint_human_gap_alignment': 3, 'blueprint_human_gap_disagreement': 3, 'data_schema_persistence': 2, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'security_auth_secret': 1, 'partial blueprint fit': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 12}\nQuality tiers: {'unresolved': 6, 'assumption_check': 6}\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/Rul1an/assay", "source_id": "graph-query-motif_query-6e5c8df94f2fb66c", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344595, "scanner": "foundry_dataset", "fingerprint": "8923461b68f75b934343515b26a47f6e321bc711b5203caf612b8ea6374dbfcc", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"api_integration_gap": 2, "partial blueprint fit": 1, "human_feedback_general": 4, "unlinked_human_feedback": 4, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6, "blueprint_human_gap_alignment": 2, "blueprint_human_gap_disagreement": 2, "human_reported_issue_no_linked_fix": 2, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 4, "ambiguous_needs_more_evidence": 12}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 52, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 6, "thread_has_comment": 6, "alignment_uses_comment": 4, "alignment_uses_finding": 4, "chain_has_link_quality": 12, "comment_aligns_finding": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 6, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 6}, "node_count": 34, "node_types": {"repo": 1, "thread": 1, "comment": 6, "alignment": 4, "fix_outcome": 1, "issue_chain": 1, "link_quality": 12, "comment_chain": 6, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#76", "issue_number": "76", "quality_tiers": {"unresolved": 8, "assumption_check": 4}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-b2c9611e35c5f333", "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: Rul1an/assay\nThread: Rul1an/assay#76\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: Rul1an/assay\nThread: Rul1an/assay#76\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#76\nRepo: Rul1an/assay\nIssue/PR number: 76\nGraph consistency label: assumption_check\nNodes: 34\nEdges: 52\nNode types: {'link_quality': 12, 'comment': 6, 'comment_chain': 6, 'alignment': 4, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 12, 'thread_has_comment': 6, 'thread_has_comment_chain': 6, 'comment_has_chain': 6, 'issue_chain_has_comment_chain': 6, 'alignment_uses_comment': 4, 'alignment_uses_finding': 4, 'comment_aligns_finding': 4, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 6, 'human_feedback_general': 4, 'unlinked_human_feedback': 4, 'api_integration_gap': 2, 'human_reported_issue_no_linked_fix': 2, 'not_resolved_or_not_observed': 2, 'thread_has_human_issue_without_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'blueprint_human_gap_disagreement': 2, 'issue_or_pull_request_thread': 1, 'partial blueprint fit': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 12, 'not_resolved_or_not_observed': 4}\nQuality tiers: {'unresolved': 8, 'assumption_check': 4}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-13fdcdb69416e950", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344594, "scanner": "foundry_dataset", "fingerprint": "acffd6a65432c966bc2bcadbb5f00a870ea64db73ce632620988f3adbc0fcdcd", "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": 1, "human_feedback_general": 5, "unlinked_human_feedback": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 7, "blueprint_human_gap_alignment": 3, "blueprint_human_gap_disagreement": 3, "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": 14}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 70, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 8, "thread_has_comment": 8, "alignment_uses_comment": 6, "alignment_uses_finding": 6, "chain_has_link_quality": 16, "comment_aligns_finding": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 8, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 8}, "node_count": 44, "node_types": {"repo": 1, "thread": 1, "comment": 8, "alignment": 6, "fix_outcome": 1, "issue_chain": 1, "link_quality": 16, "comment_chain": 8, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#75", "issue_number": "75", "quality_tiers": {"unresolved": 10, "assumption_check": 6}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-6c7193f06dde4c4e", "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: Rul1an/assay\nThread: Rul1an/assay#75\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: Rul1an/assay\nThread: Rul1an/assay#75\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#75\nRepo: Rul1an/assay\nIssue/PR number: 75\nGraph consistency label: assumption_check\nNodes: 44\nEdges: 70\nNode types: {'link_quality': 16, 'comment': 8, 'comment_chain': 8, 'alignment': 6, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 16, 'thread_has_comment': 8, 'thread_has_comment_chain': 8, 'comment_has_chain': 8, 'issue_chain_has_comment_chain': 8, 'alignment_uses_comment': 6, 'alignment_uses_finding': 6, 'comment_aligns_finding': 6, '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': 7, 'human_feedback_general': 5, 'unlinked_human_feedback': 5, 'api_integration_gap': 3, 'human_reported_issue_no_linked_fix': 3, 'not_resolved_or_not_observed': 3, 'blueprint_human_gap_alignment': 3, 'blueprint_human_gap_disagreement': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'partial blueprint fit': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 14, 'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 10, 'assumption_check': 6}\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/Rul1an/assay", "source_id": "graph-query-motif_query-d0d044a762d4993b", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344593, "scanner": "foundry_dataset", "fingerprint": "13bc54a5441d40e5b879cf1f57011661ebeb5194e08759b55bd4141ce5047590", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "human_feedback_general": 1, "unlinked_human_feedback": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 4, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 2, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 8, "ambiguous_needs_more_evidence": 2}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 29, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 7, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 21, "node_types": {"repo": 1, "thread": 1, "comment": 3, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 3, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#74", "issue_number": "74", "quality_tiers": {"unresolved": 5, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-2738e6eba958fb7b", "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: Rul1an/assay\nThread: Rul1an/assay#74\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: Rul1an/assay\nThread: Rul1an/assay#74\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#74\nRepo: Rul1an/assay\nIssue/PR number: 74\nGraph consistency label: assumption_check\nNodes: 21\nEdges: 29\nNode types: {'link_quality': 7, 'comment': 3, 'comment_chain': 3, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 7, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 4, 'human_reported_issue_no_linked_fix': 2, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_feedback_general': 1, 'security_auth_secret': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 8, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'unresolved': 5, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-6d4f62e915207f03", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344592, "scanner": "foundry_dataset", "fingerprint": "b179d81e62c985894d2cbfaf7a5e1655b9665ec593120c512f07709e6a1a6493", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"api_integration_gap": 2, "partial blueprint fit": 1, "human_feedback_general": 4, "unlinked_human_feedback": 4, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6, "blueprint_human_gap_alignment": 2, "blueprint_human_gap_disagreement": 2, "human_reported_issue_no_linked_fix": 2, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 4, "ambiguous_needs_more_evidence": 12}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 52, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 6, "thread_has_comment": 6, "alignment_uses_comment": 4, "alignment_uses_finding": 4, "chain_has_link_quality": 12, "comment_aligns_finding": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 6, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 6}, "node_count": 34, "node_types": {"repo": 1, "thread": 1, "comment": 6, "alignment": 4, "fix_outcome": 1, "issue_chain": 1, "link_quality": 12, "comment_chain": 6, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#73", "issue_number": "73", "quality_tiers": {"unresolved": 8, "assumption_check": 4}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-58ab8f0350ee758c", "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: Rul1an/assay\nThread: Rul1an/assay#73\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: Rul1an/assay\nThread: Rul1an/assay#73\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#73\nRepo: Rul1an/assay\nIssue/PR number: 73\nGraph consistency label: assumption_check\nNodes: 34\nEdges: 52\nNode types: {'link_quality': 12, 'comment': 6, 'comment_chain': 6, 'alignment': 4, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 12, 'thread_has_comment': 6, 'thread_has_comment_chain': 6, 'comment_has_chain': 6, 'issue_chain_has_comment_chain': 6, 'alignment_uses_comment': 4, 'alignment_uses_finding': 4, 'comment_aligns_finding': 4, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 6, 'human_feedback_general': 4, 'unlinked_human_feedback': 4, 'api_integration_gap': 2, 'human_reported_issue_no_linked_fix': 2, 'not_resolved_or_not_observed': 2, 'thread_has_human_issue_without_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'blueprint_human_gap_disagreement': 2, 'issue_or_pull_request_thread': 1, 'partial blueprint fit': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 12, 'not_resolved_or_not_observed': 4}\nQuality tiers: {'unresolved': 8, 'assumption_check': 4}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-68068e379b9a63bf", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344591, "scanner": "foundry_dataset", "fingerprint": "20bd1f70358f9f3b5d05fae3433daa938d9ce5b5408d33218bc9a5f59271d801", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "human_feedback_general": 1, "unlinked_human_feedback": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "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": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 18, "node_types": {"repo": 1, "thread": 1, "comment": 2, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#72", "issue_number": "72", "quality_tiers": {"unresolved": 4, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-5609f397e029a94c", "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: Rul1an/assay\nThread: Rul1an/assay#72\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: Rul1an/assay\nThread: Rul1an/assay#72\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#72\nRepo: Rul1an/assay\nIssue/PR number: 72\nGraph consistency label: assumption_check\nNodes: 18\nEdges: 24\nNode types: {'link_quality': 6, 'comment': 2, 'comment_chain': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_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, 'test_ci_gap': 1, 'human_feedback_general': 1, 'human_reported_issue_no_linked_fix': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'unresolved': 4, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-d931b4b5b567a94b", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344590, "scanner": "foundry_dataset", "fingerprint": "1d139ba76c2f9a640eb7b042d7f0a6a05981e1a3925d08d9c47ba3064a6c6994", "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": 1, "human_feedback_general": 5, "unlinked_human_feedback": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 7, "blueprint_human_gap_alignment": 3, "blueprint_human_gap_disagreement": 3, "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": 14}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 70, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 8, "thread_has_comment": 8, "alignment_uses_comment": 6, "alignment_uses_finding": 6, "chain_has_link_quality": 16, "comment_aligns_finding": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 8, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 8}, "node_count": 44, "node_types": {"repo": 1, "thread": 1, "comment": 8, "alignment": 6, "fix_outcome": 1, "issue_chain": 1, "link_quality": 16, "comment_chain": 8, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#71", "issue_number": "71", "quality_tiers": {"unresolved": 10, "assumption_check": 6}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-bb39a3801e80a2d0", "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: Rul1an/assay\nThread: Rul1an/assay#71\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: Rul1an/assay\nThread: Rul1an/assay#71\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#71\nRepo: Rul1an/assay\nIssue/PR number: 71\nGraph consistency label: assumption_check\nNodes: 44\nEdges: 70\nNode types: {'link_quality': 16, 'comment': 8, 'comment_chain': 8, 'alignment': 6, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 16, 'thread_has_comment': 8, 'thread_has_comment_chain': 8, 'comment_has_chain': 8, 'issue_chain_has_comment_chain': 8, 'alignment_uses_comment': 6, 'alignment_uses_finding': 6, 'comment_aligns_finding': 6, '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': 7, 'human_feedback_general': 5, 'unlinked_human_feedback': 5, 'api_integration_gap': 3, 'human_reported_issue_no_linked_fix': 3, 'not_resolved_or_not_observed': 3, 'blueprint_human_gap_alignment': 3, 'blueprint_human_gap_disagreement': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'partial blueprint fit': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 14, 'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 10, 'assumption_check': 6}\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/Rul1an/assay", "source_id": "graph-query-motif_query-ff3b12e633357374", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344589, "scanner": "foundry_dataset", "fingerprint": "fcd5f58f3a3d025ce77466caae36a27ce3dfb806ea795634ea38b9eb4bfe1d63", "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": 1, "human_feedback_general": 5, "unlinked_human_feedback": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 7, "blueprint_human_gap_alignment": 3, "blueprint_human_gap_disagreement": 3, "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": 14}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 70, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 8, "thread_has_comment": 8, "alignment_uses_comment": 6, "alignment_uses_finding": 6, "chain_has_link_quality": 16, "comment_aligns_finding": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 8, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 8}, "node_count": 44, "node_types": {"repo": 1, "thread": 1, "comment": 8, "alignment": 6, "fix_outcome": 1, "issue_chain": 1, "link_quality": 16, "comment_chain": 8, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#70", "issue_number": "70", "quality_tiers": {"unresolved": 10, "assumption_check": 6}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-d4842ccfdfbf2c64", "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: Rul1an/assay\nThread: Rul1an/assay#70\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: Rul1an/assay\nThread: Rul1an/assay#70\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#70\nRepo: Rul1an/assay\nIssue/PR number: 70\nGraph consistency label: assumption_check\nNodes: 44\nEdges: 70\nNode types: {'link_quality': 16, 'comment': 8, 'comment_chain': 8, 'alignment': 6, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 16, 'thread_has_comment': 8, 'thread_has_comment_chain': 8, 'comment_has_chain': 8, 'issue_chain_has_comment_chain': 8, 'alignment_uses_comment': 6, 'alignment_uses_finding': 6, 'comment_aligns_finding': 6, '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': 7, 'human_feedback_general': 5, 'unlinked_human_feedback': 5, 'api_integration_gap': 3, 'human_reported_issue_no_linked_fix': 3, 'not_resolved_or_not_observed': 3, 'blueprint_human_gap_alignment': 3, 'blueprint_human_gap_disagreement': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'partial blueprint fit': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 14, 'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 10, 'assumption_check': 6}\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/Rul1an/assay", "source_id": "graph-query-motif_query-2ee1c9ed84777fe0", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344588, "scanner": "foundry_dataset", "fingerprint": "9452c84902cac8b5df6d45732bb9eb26a76d53977ecbd23fcbdb22652bea4bd6", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "human_feedback_general": 1, "unlinked_human_feedback": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "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": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 18, "node_types": {"repo": 1, "thread": 1, "comment": 2, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#69", "issue_number": "69", "quality_tiers": {"unresolved": 4, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-f246dccd64a77968", "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: Rul1an/assay\nThread: Rul1an/assay#69\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: Rul1an/assay\nThread: Rul1an/assay#69\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#69\nRepo: Rul1an/assay\nIssue/PR number: 69\nGraph consistency label: assumption_check\nNodes: 18\nEdges: 24\nNode types: {'link_quality': 6, 'comment': 2, 'comment_chain': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_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, 'test_ci_gap': 1, 'human_feedback_general': 1, 'human_reported_issue_no_linked_fix': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'unresolved': 4, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-a9055118c56db419", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344587, "scanner": "foundry_dataset", "fingerprint": "c4262018f9c409573929b1e2370f8e642e20824ba5cea5e43fd277d595eb02e4", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "human_feedback_general": 1, "unlinked_human_feedback": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "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": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 18, "node_types": {"repo": 1, "thread": 1, "comment": 2, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#68", "issue_number": "68", "quality_tiers": {"unresolved": 4, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-b4db0fd543fcde42", "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: Rul1an/assay\nThread: Rul1an/assay#68\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: Rul1an/assay\nThread: Rul1an/assay#68\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#68\nRepo: Rul1an/assay\nIssue/PR number: 68\nGraph consistency label: assumption_check\nNodes: 18\nEdges: 24\nNode types: {'link_quality': 6, 'comment': 2, 'comment_chain': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_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, 'test_ci_gap': 1, 'human_feedback_general': 1, 'human_reported_issue_no_linked_fix': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'unresolved': 4, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-155f2ab5f3c17598", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344586, "scanner": "foundry_dataset", "fingerprint": "4694676474e09015008c0eeedeb7547983ededf28ff476c997f56425bf7810e2", "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": 1, "human_feedback_general": 5, "unlinked_human_feedback": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 7, "blueprint_human_gap_alignment": 3, "blueprint_human_gap_disagreement": 3, "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": 14}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 70, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 8, "thread_has_comment": 8, "alignment_uses_comment": 6, "alignment_uses_finding": 6, "chain_has_link_quality": 16, "comment_aligns_finding": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 8, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 8}, "node_count": 44, "node_types": {"repo": 1, "thread": 1, "comment": 8, "alignment": 6, "fix_outcome": 1, "issue_chain": 1, "link_quality": 16, "comment_chain": 8, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#67", "issue_number": "67", "quality_tiers": {"unresolved": 10, "assumption_check": 6}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-ae42e616ff635bc4", "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: Rul1an/assay\nThread: Rul1an/assay#67\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: Rul1an/assay\nThread: Rul1an/assay#67\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#67\nRepo: Rul1an/assay\nIssue/PR number: 67\nGraph consistency label: assumption_check\nNodes: 44\nEdges: 70\nNode types: {'link_quality': 16, 'comment': 8, 'comment_chain': 8, 'alignment': 6, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 16, 'thread_has_comment': 8, 'thread_has_comment_chain': 8, 'comment_has_chain': 8, 'issue_chain_has_comment_chain': 8, 'alignment_uses_comment': 6, 'alignment_uses_finding': 6, 'comment_aligns_finding': 6, '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': 7, 'human_feedback_general': 5, 'unlinked_human_feedback': 5, 'api_integration_gap': 3, 'human_reported_issue_no_linked_fix': 3, 'not_resolved_or_not_observed': 3, 'blueprint_human_gap_alignment': 3, 'blueprint_human_gap_disagreement': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'partial blueprint fit': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 14, 'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 10, 'assumption_check': 6}\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/Rul1an/assay", "source_id": "graph-query-motif_query-f108e8367f8c0bcf", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344585, "scanner": "foundry_dataset", "fingerprint": "bef0e86f1507d72cc7ad5fb028c45032caae98dfdc597fa720c2015c0508a0ca", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "human_feedback_general": 1, "unlinked_human_feedback": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "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": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 18, "node_types": {"repo": 1, "thread": 1, "comment": 2, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#66", "issue_number": "66", "quality_tiers": {"unresolved": 4, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-305d67ef9d6db1e9", "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: Rul1an/assay\nThread: Rul1an/assay#66\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: Rul1an/assay\nThread: Rul1an/assay#66\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#66\nRepo: Rul1an/assay\nIssue/PR number: 66\nGraph consistency label: assumption_check\nNodes: 18\nEdges: 24\nNode types: {'link_quality': 6, 'comment': 2, 'comment_chain': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_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, 'test_ci_gap': 1, 'human_feedback_general': 1, 'human_reported_issue_no_linked_fix': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'unresolved': 4, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-55ee5238a4c6bad1", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344584, "scanner": "foundry_dataset", "fingerprint": "d58b3e9c6f329b5fb788b5b92068805f24b5cacd71d6c759a5226238fc92c641", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "human_feedback_general": 1, "unlinked_human_feedback": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "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": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 18, "node_types": {"repo": 1, "thread": 1, "comment": 2, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#53", "issue_number": "53", "quality_tiers": {"unresolved": 4, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-cc55caa6ab3cbcee", "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: Rul1an/assay\nThread: Rul1an/assay#53\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: Rul1an/assay\nThread: Rul1an/assay#53\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#53\nRepo: Rul1an/assay\nIssue/PR number: 53\nGraph consistency label: assumption_check\nNodes: 18\nEdges: 24\nNode types: {'link_quality': 6, 'comment': 2, 'comment_chain': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_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, 'test_ci_gap': 1, 'human_feedback_general': 1, 'human_reported_issue_no_linked_fix': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'unresolved': 4, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-ef7c30c79b3eaa6d", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344583, "scanner": "foundry_dataset", "fingerprint": "727c286dc7ec15e4a0f0cb27d16b5d3fbb99e65cedf05e0975d1b140e5cf5339", "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": 5, "partial blueprint fit": 1, "human_feedback_general": 31, "unlinked_human_feedback": 31, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 6, "ambiguous_needs_more_evidence": 33, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 6, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 12, "ambiguous_needs_more_evidence": 66}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 199, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 37, "thread_has_comment": 37, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 41, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 37, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 37}, "node_count": 123, "node_types": {"repo": 1, "thread": 1, "comment": 37, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 41, "comment_chain": 37, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#5", "issue_number": "5", "quality_tiers": {"unresolved": 39, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-85748b9a9359f4d8", "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: Rul1an/assay\nThread: Rul1an/assay#5\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: Rul1an/assay\nThread: Rul1an/assay#5\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#5\nRepo: Rul1an/assay\nIssue/PR number: 5\nGraph consistency label: assumption_check\nNodes: 123\nEdges: 199\nNode types: {'link_quality': 41, 'comment': 37, 'comment_chain': 37, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 41, 'thread_has_comment': 37, 'thread_has_comment_chain': 37, 'comment_has_chain': 37, 'issue_chain_has_comment_chain': 37, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 33, 'human_feedback_general': 31, 'unlinked_human_feedback': 31, 'human_reported_issue_no_linked_fix': 6, 'not_resolved_or_not_observed': 6, 'deployment_env_gap': 5, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 66, 'not_resolved_or_not_observed': 12}\nQuality tiers: {'unresolved': 39, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-b39a5c069e091a2b", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344582, "scanner": "foundry_dataset", "fingerprint": "83ced921983bcf2646a7e30a0592fa274c84a3a3550ef371c8b1e9ae11a21a52", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"partial blueprint fit": 1, "human_feedback_general": 11, "data_schema_persistence": 1, "unlinked_human_feedback": 11, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 13, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "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": 2, "ambiguous_needs_more_evidence": 26}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 74, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 12, "thread_has_comment": 12, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 16, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 12, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 12}, "node_count": 48, "node_types": {"repo": 1, "thread": 1, "comment": 12, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 16, "comment_chain": 12, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#4", "issue_number": "4", "quality_tiers": {"unresolved": 14, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-d3103cc96e4557da", "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: Rul1an/assay\nThread: Rul1an/assay#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: Rul1an/assay\nThread: Rul1an/assay#4\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#4\nRepo: Rul1an/assay\nIssue/PR number: 4\nGraph consistency label: assumption_check\nNodes: 48\nEdges: 74\nNode types: {'link_quality': 16, 'comment': 12, 'comment_chain': 12, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 16, 'thread_has_comment': 12, 'thread_has_comment_chain': 12, 'comment_has_chain': 12, 'issue_chain_has_comment_chain': 12, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 13, 'human_feedback_general': 11, 'unlinked_human_feedback': 11, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 26, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'unresolved': 14, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-496ca86d5fd271f0", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344581, "scanner": "foundry_dataset", "fingerprint": "77333392415fb71c032d34e291f360160bc4bab8e84d2ed42659aff57dc39059", "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, "api_integration_gap": 1, "partial blueprint fit": 1, "human_feedback_general": 4, "unlinked_human_feedback": 4, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6, "blueprint_human_gap_alignment": 2, "blueprint_human_gap_disagreement": 2, "human_reported_issue_no_linked_fix": 2, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 4, "ambiguous_needs_more_evidence": 12}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 52, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 6, "thread_has_comment": 6, "alignment_uses_comment": 4, "alignment_uses_finding": 4, "chain_has_link_quality": 12, "comment_aligns_finding": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 6, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 6}, "node_count": 34, "node_types": {"repo": 1, "thread": 1, "comment": 6, "alignment": 4, "fix_outcome": 1, "issue_chain": 1, "link_quality": 12, "comment_chain": 6, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#3", "issue_number": "3", "quality_tiers": {"unresolved": 8, "assumption_check": 4}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-0a0ce5ef4217fe17", "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: Rul1an/assay\nThread: Rul1an/assay#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: Rul1an/assay\nThread: Rul1an/assay#3\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#3\nRepo: Rul1an/assay\nIssue/PR number: 3\nGraph consistency label: assumption_check\nNodes: 34\nEdges: 52\nNode types: {'link_quality': 12, 'comment': 6, 'comment_chain': 6, 'alignment': 4, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 12, 'thread_has_comment': 6, 'thread_has_comment_chain': 6, 'comment_has_chain': 6, 'issue_chain_has_comment_chain': 6, 'alignment_uses_comment': 4, 'alignment_uses_finding': 4, 'comment_aligns_finding': 4, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 6, 'human_feedback_general': 4, 'unlinked_human_feedback': 4, 'human_reported_issue_no_linked_fix': 2, 'not_resolved_or_not_observed': 2, 'thread_has_human_issue_without_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'blueprint_human_gap_disagreement': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'test_ci_gap': 1, 'partial blueprint fit': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 12, 'not_resolved_or_not_observed': 4}\nQuality tiers: {'unresolved': 8, 'assumption_check': 4}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-f9a184ae7806c3ee", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344580, "scanner": "foundry_dataset", "fingerprint": "ce3ff477b2bd9fb788ea058ae11f0060aa549f761a9a98c907caa858ae7b86b4", "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, "runtime_failure": 1, "agent_instruction_gap": 1, "partial blueprint fit": 1, "human_feedback_general": 13, "unlinked_human_feedback": 13, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 15, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "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": 30}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 94, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 16, "thread_has_comment": 16, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 20, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 16, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 16}, "node_count": 60, "node_types": {"repo": 1, "thread": 1, "comment": 16, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 20, "comment_chain": 16, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#2", "issue_number": "2", "quality_tiers": {"unresolved": 18, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-9fc60a23a0e65a1c", "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: Rul1an/assay\nThread: Rul1an/assay#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: Rul1an/assay\nThread: Rul1an/assay#2\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#2\nRepo: Rul1an/assay\nIssue/PR number: 2\nGraph consistency label: assumption_check\nNodes: 60\nEdges: 94\nNode types: {'link_quality': 20, 'comment': 16, 'comment_chain': 16, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 20, 'thread_has_comment': 16, 'thread_has_comment_chain': 16, 'comment_has_chain': 16, 'issue_chain_has_comment_chain': 16, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 15, 'human_feedback_general': 13, 'unlinked_human_feedback': 13, 'human_reported_issue_no_linked_fix': 3, 'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'runtime_failure': 1, 'agent_instruction_gap': 1, 'test_ci_gap': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 30, 'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 18, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-8d1c5e38915a7932", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344579, "scanner": "foundry_dataset", "fingerprint": "8f5d7ee1b82a79681d4e79ba1a31bc001c1e64310b82e21b8b3ab2a8538028c6", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "docs_or_claims": 2, "source_or_other": 2, "partial blueprint fit": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "ci_pending_or_incomplete": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 2, "blueprint_human_gap_disagreement": 2, "comment_has_related_commit_context": 2, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 8}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {"ci_pending_or_incomplete": 4}, "synthetic": false, "edge_count": 57, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 1, "thread_touches_file": 4, "comment_chain_has_ci": 2, "thread_has_pr_review": 1, "alignment_uses_comment": 4, "alignment_uses_finding": 4, "chain_has_link_quality": 8, "comment_aligns_finding": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 4, "thread_has_comment_chain": 2, "comment_chain_links_commit": 7, "comment_chain_touches_file": 8, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 31, "node_types": {"repo": 1, "commit": 4, "thread": 1, "comment": 1, "pr_file": 4, "alignment": 4, "pr_review": 1, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 8, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1717", "issue_number": "1717", "quality_tiers": {"high_confidence": 4, "assumption_check": 4}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-4cfba34577743d03", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"docs_or_claims": 10, "source_or_other": 10}}, "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: Rul1an/assay\nThread: Rul1an/assay#1717\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: Rul1an/assay\nThread: Rul1an/assay#1717\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1717\nRepo: Rul1an/assay\nIssue/PR number: 1717\nGraph consistency label: supported_by_high_confidence_link\nNodes: 31\nEdges: 57\nNode types: {'link_quality': 8, 'pr_file': 4, 'commit': 4, 'alignment': 4, 'comment_chain': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_review': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 8, 'chain_has_link_quality': 8, 'comment_chain_links_commit': 7, 'thread_touches_file': 4, 'issue_chain_touches_file': 4, 'alignment_uses_comment': 4, 'alignment_uses_finding': 4, 'comment_aligns_finding': 4, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'comment_chain_has_ci': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_pr_review': 1, 'thread_has_issue_chain': 1}\nLabels: {'verification_or_tests': 4, 'ambiguous_needs_more_evidence': 4, 'docs_or_claims': 2, 'source_or_other': 2, 'comment_has_related_commit_context': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'blueprint_human_gap_disagreement': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'data_schema_persistence': 1, 'ci_pending_or_incomplete': 1, 'partial blueprint fit': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8}\nQuality tiers: {'high_confidence': 4, 'assumption_check': 4}\nCI labels: {'ci_pending_or_incomplete': 4}\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/Rul1an/assay", "source_id": "graph-query-motif_query-91ac7e4367e52563", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344578, "scanner": "foundry_dataset", "fingerprint": "f1ed01970da0948a566a972140a75a73714ac1adbf6c06497b3a929648ea636c", "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": 1, "ui_or_frontend": 6, "source_or_other": 2, "agent_instruction_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "ci_pending_or_incomplete": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 2, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 8}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 71, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 1, "thread_touches_file": 10, "comment_chain_has_ci": 1, "thread_has_pr_review": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 10, "thread_has_comment_chain": 2, "comment_chain_links_commit": 6, "comment_chain_touches_file": 20, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 34, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 10, "alignment": 2, "pr_review": 1, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1715", "issue_number": "1715", "quality_tiers": {"high_confidence": 4, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-cdd063c6152154f4", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"test_or_ci": 5, "docs_or_claims": 5, "ui_or_frontend": 30, "source_or_other": 10}}, "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: Rul1an/assay\nThread: Rul1an/assay#1715\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: Rul1an/assay\nThread: Rul1an/assay#1715\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1715\nRepo: Rul1an/assay\nIssue/PR number: 1715\nGraph consistency label: supported_by_high_confidence_link\nNodes: 34\nEdges: 71\nNode types: {'pr_file': 10, 'link_quality': 6, 'commit': 5, 'comment_chain': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_review': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 20, 'thread_touches_file': 10, 'issue_chain_touches_file': 10, 'comment_chain_links_commit': 6, 'chain_has_link_quality': 6, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_pr_review': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1}\nLabels: {'ui_or_frontend': 6, 'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 4, 'source_or_other': 2, 'comment_has_related_commit_context': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'agent_instruction_gap': 1, 'docs_or_claims': 1, 'test_or_ci': 1, 'ci_pending_or_incomplete': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8}\nQuality tiers: {'high_confidence': 4, 'assumption_check': 2}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-0c16c962f66ff86b", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344577, "scanner": "foundry_dataset", "fingerprint": "2af84f7abb7de461ca62798b6a1a97d0bcacd7f7aa18889ac22cd1afa10e1836", "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": 2, "docs_or_claims": 6, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "human_feedback_general": 2, "ci_pending_or_incomplete": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 7, "blueprint_human_gap_alignment": 2, "blueprint_human_gap_disagreement": 2, "comment_has_related_commit_context": 5, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 14}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 101, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 5, "thread_has_comment": 1, "thread_touches_file": 6, "comment_chain_has_ci": 1, "thread_has_pr_review": 4, "alignment_uses_comment": 4, "alignment_uses_finding": 4, "chain_has_link_quality": 11, "comment_aligns_finding": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 6, "thread_has_comment_chain": 5, "comment_chain_links_commit": 11, "comment_chain_touches_file": 30, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 5}, "node_count": 43, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 6, "alignment": 4, "pr_review": 4, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 11, "comment_chain": 5, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1714", "issue_number": "1714", "quality_tiers": {"high_confidence": 7, "assumption_check": 4}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-0bdb924dab65e2d4", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"docs_or_claims": 48}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_high_confidence_link\nRepo: Rul1an/assay\nThread: Rul1an/assay#1714\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: Rul1an/assay\nThread: Rul1an/assay#1714\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1714\nRepo: Rul1an/assay\nIssue/PR number: 1714\nGraph consistency label: supported_by_high_confidence_link\nNodes: 43\nEdges: 101\nNode types: {'link_quality': 11, 'pr_file': 6, 'comment_chain': 5, 'commit': 5, 'pr_review': 4, 'alignment': 4, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 30, 'comment_chain_links_commit': 11, 'chain_has_link_quality': 11, 'thread_touches_file': 6, 'issue_chain_touches_file': 6, 'thread_has_comment_chain': 5, 'comment_has_chain': 5, 'issue_chain_has_comment_chain': 5, 'thread_has_pr_review': 4, 'alignment_uses_comment': 4, 'alignment_uses_finding': 4, 'comment_aligns_finding': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1}\nLabels: {'ambiguous_needs_more_evidence': 7, 'docs_or_claims': 6, 'comment_has_related_commit_context': 5, 'verification_or_tests': 5, 'test_ci_gap': 2, 'human_feedback_general': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'blueprint_human_gap_disagreement': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'ci_pending_or_incomplete': 1, 'partial blueprint fit': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 14}\nQuality tiers: {'high_confidence': 7, 'assumption_check': 4}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-5b6de00be820a5a5", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344576, "scanner": "foundry_dataset", "fingerprint": "6870ad0b897b76c87e36ec477956cf7b5134a569a633158a4a9aefcadefa0f51", "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, "docs_or_claims": 2, "source_or_other": 2, "ui_workflow_gap": 1, "dependency_or_build": 2, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 50, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 1, "thread_touches_file": 4, "thread_has_pr_review": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 4, "thread_has_comment_chain": 2, "comment_chain_links_commit": 10, "comment_chain_touches_file": 8, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 31, "node_types": {"repo": 1, "commit": 9, "thread": 1, "comment": 1, "pr_file": 4, "alignment": 2, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1712", "issue_number": "1712", "quality_tiers": {"high_confidence": 4, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-bfa519661c7f55ec", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"docs_or_claims": 10, "source_or_other": 10}}, "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: Rul1an/assay\nThread: Rul1an/assay#1712\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: Rul1an/assay\nThread: Rul1an/assay#1712\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1712\nRepo: Rul1an/assay\nIssue/PR number: 1712\nGraph consistency label: supported_by_verification_signal\nNodes: 31\nEdges: 50\nNode types: {'commit': 9, 'link_quality': 6, 'pr_file': 4, 'comment_chain': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_review': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 10, 'comment_chain_touches_file': 8, 'chain_has_link_quality': 6, 'thread_touches_file': 4, 'issue_chain_touches_file': 4, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_pr_review': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 5, 'claimed_resolved_with_verification_signal': 3, 'docs_or_claims': 2, 'source_or_other': 2, 'bug_fix': 2, 'dependency_or_build': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'ui_workflow_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'comment_has_related_commit_context': 1, 'ambiguous_needs_more_evidence': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'high_confidence': 4, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-62510135793470ec", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344575, "scanner": "foundry_dataset", "fingerprint": "7ffc5ef9cc586b0325dfad957e8deea31ed3e6b93e72711469df4574c130ac61", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "test_or_ci": 1, "ui_or_frontend": 2, "agent_instruction_gap": 2, "partial blueprint fit": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 5, "human_reported_issue_then_verified_fix_attempt": 3}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 10}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 55, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 1, "thread_touches_file": 3, "thread_has_pr_review": 2, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 7, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 3, "thread_has_comment_chain": 3, "comment_chain_links_commit": 11, "comment_chain_touches_file": 9, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 30, "node_types": {"repo": 1, "commit": 6, "thread": 1, "comment": 1, "pr_file": 3, "alignment": 2, "pr_review": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 3, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1710", "issue_number": "1710", "quality_tiers": {"high_confidence": 5, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-1e9bc01bd3fbb5c7", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"test_or_ci": 6, "ui_or_frontend": 12}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: Rul1an/assay\nThread: Rul1an/assay#1710\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: Rul1an/assay\nThread: Rul1an/assay#1710\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1710\nRepo: Rul1an/assay\nIssue/PR number: 1710\nGraph consistency label: supported_by_verification_signal\nNodes: 30\nEdges: 55\nNode types: {'link_quality': 7, 'commit': 6, 'pr_file': 3, 'comment_chain': 3, 'pr_review': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 11, 'comment_chain_touches_file': 9, 'chain_has_link_quality': 7, 'thread_touches_file': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'issue_chain_touches_file': 3, 'thread_has_pr_review': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1}\nLabels: {'claimed_resolved_with_verification_signal': 5, 'verification_or_tests': 4, 'human_reported_issue_then_verified_fix_attempt': 3, 'agent_instruction_gap': 2, 'ui_or_frontend': 2, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'test_or_ci': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 10}\nQuality tiers: {'high_confidence': 5, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-076f708e521a9f43", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344574, "scanner": "foundry_dataset", "fingerprint": "8e1bca1d55f6e19da9c775b2d24e2b34aa16e4b1b38d27d945bdfc2ef254cbd5", "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, "runtime_failure": 1, "partial blueprint fit": 1, "verification_or_tests": 6, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 2, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 8}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 38, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 1, "thread_touches_file": 1, "thread_has_pr_review": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 10, "comment_chain_touches_file": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 25, "node_types": {"repo": 1, "commit": 6, "thread": 1, "comment": 1, "pr_file": 1, "alignment": 2, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1708", "issue_number": "1708", "quality_tiers": {"high_confidence": 4, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-1b6de0787cc3f98b", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"test_or_ci": 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: Rul1an/assay\nThread: Rul1an/assay#1708\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: Rul1an/assay\nThread: Rul1an/assay#1708\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1708\nRepo: Rul1an/assay\nIssue/PR number: 1708\nGraph consistency label: supported_by_high_confidence_link\nNodes: 25\nEdges: 38\nNode types: {'commit': 6, 'link_quality': 6, 'comment_chain': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_review': 1, 'pr_file': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 6, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'comment_chain_touches_file': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_pr_review': 1, 'thread_touches_file': 1, 'thread_has_issue_chain': 1, 'issue_chain_touches_file': 1, 'thread_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 6, 'ambiguous_needs_more_evidence': 4, 'comment_has_related_commit_context': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'runtime_failure': 1, 'test_or_ci': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8}\nQuality tiers: {'high_confidence': 4, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-3002967dd55b1eef", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344573, "scanner": "foundry_dataset", "fingerprint": "3ac388988ea1c42224e7dd2a492e85b515e4dee156d7046c8245d22f7d1edbbc", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "test_or_ci": 17, "ui_or_frontend": 2, "source_or_other": 1, "api_integration_gap": 2, "agent_instruction_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 2, "blueprint_human_gap_disagreement": 2, "comment_has_related_commit_context": 2, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 1, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 8, "claimed_resolved_with_verification_signal": 2}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 118, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 1, "thread_touches_file": 20, "thread_has_pr_review": 2, "alignment_uses_comment": 4, "alignment_uses_finding": 4, "chain_has_link_quality": 9, "comment_aligns_finding": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 12, "thread_has_comment_chain": 3, "comment_chain_links_commit": 13, "comment_chain_touches_file": 36, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 52, "node_types": {"repo": 1, "commit": 7, "thread": 1, "comment": 1, "pr_file": 20, "alignment": 4, "pr_review": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 9, "comment_chain": 3, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1707", "issue_number": "1707", "quality_tiers": {"high_confidence": 5, "assumption_check": 4}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-d0394e2188104c01", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"test_or_ci": 102, "ui_or_frontend": 12, "source_or_other": 6}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: Rul1an/assay\nThread: Rul1an/assay#1707\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: Rul1an/assay\nThread: Rul1an/assay#1707\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1707\nRepo: Rul1an/assay\nIssue/PR number: 1707\nGraph consistency label: supported_by_verification_signal\nNodes: 52\nEdges: 118\nNode types: {'pr_file': 20, 'link_quality': 9, 'commit': 7, 'alignment': 4, 'comment_chain': 3, 'pr_review': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 36, 'thread_touches_file': 20, 'comment_chain_links_commit': 13, 'issue_chain_touches_file': 12, 'chain_has_link_quality': 9, 'alignment_uses_comment': 4, 'alignment_uses_finding': 4, 'comment_aligns_finding': 4, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'thread_has_pr_review': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1}\nLabels: {'test_or_ci': 17, 'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 4, 'api_integration_gap': 2, 'ui_or_frontend': 2, 'comment_has_related_commit_context': 2, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'blueprint_human_gap_disagreement': 2, 'issue_or_pull_request_thread': 1, 'agent_instruction_gap': 1, 'source_or_other': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'claimed_resolved_with_verification_signal': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8, 'claimed_resolved_with_verification_signal': 2}\nQuality tiers: {'high_confidence': 5, 'assumption_check': 4}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-51edb47c0cde72fb", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344572, "scanner": "foundry_dataset", "fingerprint": "593a806eff4bb11324d9cd402bb93e0f3e28bf52dde67027c6a2f6bf12d6ab59", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "ui_or_frontend": 3, "partial blueprint fit": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 33, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 3, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 3, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 3, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 3, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1705", "issue_number": "1705", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-dd99bc446c2d98e2", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"ui_or_frontend": 12}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_high_confidence_link\nRepo: Rul1an/assay\nThread: Rul1an/assay#1705\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: Rul1an/assay\nThread: Rul1an/assay#1705\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1705\nRepo: Rul1an/assay\nIssue/PR number: 1705\nGraph consistency label: supported_by_high_confidence_link\nNodes: 23\nEdges: 33\nNode types: {'commit': 5, 'link_quality': 5, 'pr_file': 3, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_touches_file': 3, 'comment_chain_touches_file': 3, 'issue_chain_touches_file': 3, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 5, 'ui_or_frontend': 3, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-4fde7f8b8c1a79fc", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344571, "scanner": "foundry_dataset", "fingerprint": "1b92b8bbbb6a86ccb4be52da29e63abbb33798979d7ed6aa314711e55ad34b20", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"ui_or_frontend": 3, "source_or_other": 2, "ui_workflow_gap": 1, "api_integration_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 7, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 2, "blueprint_human_gap_disagreement": 2, "comment_has_related_commit_context": 2, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 8}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 62, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 1, "thread_touches_file": 5, "thread_has_pr_review": 1, "alignment_uses_comment": 4, "alignment_uses_finding": 4, "chain_has_link_quality": 8, "comment_aligns_finding": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 5, "thread_has_comment_chain": 2, "comment_chain_links_commit": 10, "comment_chain_touches_file": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 34, "node_types": {"repo": 1, "commit": 7, "thread": 1, "comment": 1, "pr_file": 5, "alignment": 4, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 8, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1704", "issue_number": "1704", "quality_tiers": {"high_confidence": 4, "assumption_check": 4}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-ff92011ce3f92bd3", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"ui_or_frontend": 15, "source_or_other": 10}}, "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: Rul1an/assay\nThread: Rul1an/assay#1704\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: Rul1an/assay\nThread: Rul1an/assay#1704\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1704\nRepo: Rul1an/assay\nIssue/PR number: 1704\nGraph consistency label: supported_by_high_confidence_link\nNodes: 34\nEdges: 62\nNode types: {'link_quality': 8, 'commit': 7, 'pr_file': 5, 'alignment': 4, 'comment_chain': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_review': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 10, 'comment_chain_touches_file': 10, 'chain_has_link_quality': 8, 'thread_touches_file': 5, 'issue_chain_touches_file': 5, 'alignment_uses_comment': 4, 'alignment_uses_finding': 4, 'comment_aligns_finding': 4, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_pr_review': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 7, 'ambiguous_needs_more_evidence': 4, 'ui_or_frontend': 3, 'source_or_other': 2, 'comment_has_related_commit_context': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'blueprint_human_gap_disagreement': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'ui_workflow_gap': 1, 'partial blueprint fit': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8}\nQuality tiers: {'high_confidence': 4, 'assumption_check': 4}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-f72f51085bd039b8", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344570, "scanner": "foundry_dataset", "fingerprint": "6fd8689305fae26f599cd017284863f2eee17cfbf7b3f09b7c5668507339d810", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "ui_or_frontend": 3, "source_or_other": 2, "api_integration_gap": 1, "agent_instruction_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "mostly follows blueprint": 1, "claimed_resolved_unverified": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 51, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 1, "thread_touches_file": 5, "thread_has_pr_review": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 5, "thread_has_comment_chain": 2, "comment_chain_links_commit": 7, "comment_chain_touches_file": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 29, "node_types": {"repo": 1, "commit": 6, "thread": 1, "comment": 1, "pr_file": 5, "alignment": 2, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1703", "issue_number": "1703", "quality_tiers": {"high_confidence": 4, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-9bc3598eb7128087", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"ui_or_frontend": 15, "source_or_other": 10}}, "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: Rul1an/assay\nThread: Rul1an/assay#1703\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: Rul1an/assay\nThread: Rul1an/assay#1703\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1703\nRepo: Rul1an/assay\nIssue/PR number: 1703\nGraph consistency label: supported_by_verification_signal\nNodes: 29\nEdges: 51\nNode types: {'commit': 6, 'link_quality': 6, 'pr_file': 5, 'comment_chain': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_review': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 10, 'comment_chain_links_commit': 7, 'chain_has_link_quality': 6, 'thread_touches_file': 5, 'issue_chain_touches_file': 5, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_pr_review': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 4, 'ui_or_frontend': 3, 'claimed_resolved_with_verification_signal': 3, 'source_or_other': 2, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'agent_instruction_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'human_reported_issue_then_fix_attempt': 1, 'claimed_resolved_unverified': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'claimed_resolved_unverified': 2}\nQuality tiers: {'high_confidence': 4, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-a11632081250257b", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344569, "scanner": "foundry_dataset", "fingerprint": "97cd7e99e8042770e88b2c954d0b4b1fa9942be8a191c9a50f08e9d2c2e15e50", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "ui_or_frontend": 2, "source_or_other": 2, "api_integration_gap": 1, "agent_instruction_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 1, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6, "claimed_resolved_with_verification_signal": 2}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 47, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 1, "thread_touches_file": 4, "thread_has_pr_review": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 4, "thread_has_comment_chain": 2, "comment_chain_links_commit": 7, "comment_chain_touches_file": 8, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 28, "node_types": {"repo": 1, "commit": 6, "thread": 1, "comment": 1, "pr_file": 4, "alignment": 2, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1702", "issue_number": "1702", "quality_tiers": {"high_confidence": 4, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-541e9bde571bdb22", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"ui_or_frontend": 10, "source_or_other": 10}}, "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: Rul1an/assay\nThread: Rul1an/assay#1702\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: Rul1an/assay\nThread: Rul1an/assay#1702\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1702\nRepo: Rul1an/assay\nIssue/PR number: 1702\nGraph consistency label: supported_by_verification_signal\nNodes: 28\nEdges: 47\nNode types: {'commit': 6, 'link_quality': 6, 'pr_file': 4, 'comment_chain': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_review': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 8, 'comment_chain_links_commit': 7, 'chain_has_link_quality': 6, 'thread_touches_file': 4, 'issue_chain_touches_file': 4, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_pr_review': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 3, 'source_or_other': 2, 'ui_or_frontend': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'agent_instruction_gap': 1, 'comment_has_related_commit_context': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'claimed_resolved_with_verification_signal': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'claimed_resolved_with_verification_signal': 2}\nQuality tiers: {'high_confidence': 4, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-427b78db1b7d954c", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344568, "scanner": "foundry_dataset", "fingerprint": "f2a1ce3283c6ece77673989f7a56f5171b3cc526c557d7f15541515fe0e83831", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "docs_or_chore": 1, "source_or_other": 1, "dependency_or_build": 4, "partial blueprint fit": 1, "positive_human_signal": 1, "mostly follows blueprint": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "human_positive_or_acceptance_signal": 1, "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": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 6, "human_positive_or_acceptance_signal": 2}, "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": 2, "thread_has_comment": 1, "thread_touches_file": 1, "thread_has_pr_review": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 6, "comment_chain_touches_file": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 24, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 1, "alignment": 2, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1697", "issue_number": "1697", "quality_tiers": {"assumption_check": 2, "weak_supervision": 4}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-fd6b36fc6d01486d", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {"source_or_other": 5}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: Rul1an/assay\nThread: Rul1an/assay#1697\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: Rul1an/assay\nThread: Rul1an/assay#1697\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1697\nRepo: Rul1an/assay\nIssue/PR number: 1697\nGraph consistency label: weak_supervision_needs_review\nNodes: 24\nEdges: 34\nNode types: {'link_quality': 6, 'commit': 5, 'comment_chain': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_review': 1, 'pr_file': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 6, 'chain_has_link_quality': 6, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'comment_chain_touches_file': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_pr_review': 1, 'thread_touches_file': 1, 'thread_has_issue_chain': 1, 'issue_chain_touches_file': 1, 'thread_has_fix_outcome': 1}\nLabels: {'dependency_or_build': 4, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'positive_human_signal': 1, 'source_or_other': 1, 'human_reported_issue_then_fix_attempt': 1, 'docs_or_chore': 1, 'positive_feedback_with_related_change': 1, 'human_positive_or_acceptance_signal': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_unverified': 6, 'human_positive_or_acceptance_signal': 2}\nQuality tiers: {'weak_supervision': 4, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-27c4c1e2134311ed", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344567, "scanner": "foundry_dataset", "fingerprint": "dcfc9213e0ddc012b465c75de33bd96ca3b9a206370f0233217aaa947b3c9efd", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "docs_or_chore": 1, "source_or_other": 1, "dependency_or_build": 4, "partial blueprint fit": 1, "positive_human_signal": 1, "mostly follows blueprint": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "human_positive_or_acceptance_signal": 1, "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": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 6, "human_positive_or_acceptance_signal": 2}, "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": 2, "thread_has_comment": 1, "thread_touches_file": 1, "thread_has_pr_review": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 6, "comment_chain_touches_file": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 24, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 1, "alignment": 2, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1696", "issue_number": "1696", "quality_tiers": {"assumption_check": 2, "weak_supervision": 4}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-1c31a1c816a54d3d", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {"source_or_other": 5}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: Rul1an/assay\nThread: Rul1an/assay#1696\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: Rul1an/assay\nThread: Rul1an/assay#1696\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1696\nRepo: Rul1an/assay\nIssue/PR number: 1696\nGraph consistency label: weak_supervision_needs_review\nNodes: 24\nEdges: 34\nNode types: {'link_quality': 6, 'commit': 5, 'comment_chain': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_review': 1, 'pr_file': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 6, 'chain_has_link_quality': 6, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'comment_chain_touches_file': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_pr_review': 1, 'thread_touches_file': 1, 'thread_has_issue_chain': 1, 'issue_chain_touches_file': 1, 'thread_has_fix_outcome': 1}\nLabels: {'dependency_or_build': 4, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'positive_human_signal': 1, 'source_or_other': 1, 'human_reported_issue_then_fix_attempt': 1, 'docs_or_chore': 1, 'positive_feedback_with_related_change': 1, 'human_positive_or_acceptance_signal': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_unverified': 6, 'human_positive_or_acceptance_signal': 2}\nQuality tiers: {'weak_supervision': 4, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-bc7231e1832c9012", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344566, "scanner": "foundry_dataset", "fingerprint": "603e2fe56dc51e0fa51539668b711ba445dba51e2ebfb7684892cecefaa85ed2", "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": 3, "partial blueprint fit": 1, "verification_or_tests": 2, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1695", "issue_number": "1695", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-939a05dcbdf59a52", "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: Rul1an/assay\nThread: Rul1an/assay#1695\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: Rul1an/assay\nThread: Rul1an/assay#1695\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1695\nRepo: Rul1an/assay\nIssue/PR number: 1695\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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: {'dependency_or_build': 3, 'claimed_resolved_with_verification_signal': 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, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-70c170aa779ae55d", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344565, "scanner": "foundry_dataset", "fingerprint": "a600766e80ddf6b64633b7e5c9bc83f584c6cf311f46fd57c6368d9ee730e71e", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1694", "issue_number": "1694", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-47785d6b94b9e2be", "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: Rul1an/assay\nThread: Rul1an/assay#1694\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: Rul1an/assay\nThread: Rul1an/assay#1694\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1694\nRepo: Rul1an/assay\nIssue/PR number: 1694\nGraph consistency label: supported_by_high_confidence_link\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-add1346b3f5b493a", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344564, "scanner": "foundry_dataset", "fingerprint": "1f608917313aa2ad279b7dd651ae9a3b5e20e215cd61d7ae547f7565114f089d", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1689", "issue_number": "1689", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-caf9aae167006d97", "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: Rul1an/assay\nThread: Rul1an/assay#1689\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: Rul1an/assay\nThread: Rul1an/assay#1689\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1689\nRepo: Rul1an/assay\nIssue/PR number: 1689\nGraph consistency label: supported_by_high_confidence_link\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-d47b11ed1f8bf874", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344563, "scanner": "foundry_dataset", "fingerprint": "d7a566d6064aea0e688f708aceab568fe00dd0061a336dd132260593ea747f53", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1687", "issue_number": "1687", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-f7f74db393606cd5", "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: Rul1an/assay\nThread: Rul1an/assay#1687\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: Rul1an/assay\nThread: Rul1an/assay#1687\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1687\nRepo: Rul1an/assay\nIssue/PR number: 1687\nGraph consistency label: weak_supervision_needs_review\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-795f2f7060ad1156", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344562, "scanner": "foundry_dataset", "fingerprint": "6309af85c8f9c00981c22ec74aec06b3ca6474a15d5849b271214d6bdd3468b5", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 3, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1686", "issue_number": "1686", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-e4440587dff41630", "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: Rul1an/assay\nThread: Rul1an/assay#1686\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: Rul1an/assay\nThread: Rul1an/assay#1686\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1686\nRepo: Rul1an/assay\nIssue/PR number: 1686\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-0b561d2bc54aa817", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344561, "scanner": "foundry_dataset", "fingerprint": "35daa1fd86f967be6a9c2da79bd585ccb2140031ed5a4528a3e0c46fde5ee435", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1685", "issue_number": "1685", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-a204317206102c7c", "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: Rul1an/assay\nThread: Rul1an/assay#1685\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: Rul1an/assay\nThread: Rul1an/assay#1685\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1685\nRepo: Rul1an/assay\nIssue/PR number: 1685\nGraph consistency label: supported_by_high_confidence_link\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-269074faaa3d6bf8", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344560, "scanner": "foundry_dataset", "fingerprint": "087120593ff3923f35098fe5c730c1a3e757a7fc6f9a1e5b97cf8821104fe2e4", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1684", "issue_number": "1684", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-97de82595e98a91f", "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: Rul1an/assay\nThread: Rul1an/assay#1684\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: Rul1an/assay\nThread: Rul1an/assay#1684\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1684\nRepo: Rul1an/assay\nIssue/PR number: 1684\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-c2109ef3abdef58c", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344559, "scanner": "foundry_dataset", "fingerprint": "917b3d65b9bfbbd7af3fb44ffb26a20db868e5c0fff1c243ea910976477dd359", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1682", "issue_number": "1682", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-c79607bf3d070b7a", "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: Rul1an/assay\nThread: Rul1an/assay#1682\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: Rul1an/assay\nThread: Rul1an/assay#1682\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1682\nRepo: Rul1an/assay\nIssue/PR number: 1682\nGraph consistency label: supported_by_high_confidence_link\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-98bcc9f22f6ad230", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344558, "scanner": "foundry_dataset", "fingerprint": "a98ca77b31b40981aaa03bca8222fe7d7e74dc03f7b239fde1cc18272ca4c6e1", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1680", "issue_number": "1680", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-2b5ecd4e892c9b5e", "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: Rul1an/assay\nThread: Rul1an/assay#1680\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: Rul1an/assay\nThread: Rul1an/assay#1680\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1680\nRepo: Rul1an/assay\nIssue/PR number: 1680\nGraph consistency label: supported_by_high_confidence_link\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-1544aff4d44c83a9", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344557, "scanner": "foundry_dataset", "fingerprint": "cf555e5400ec795a40b89e3b269f53571df6224c46ab1d51910c7f412aa3f0aa", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1677", "issue_number": "1677", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-11216af77f39e332", "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: Rul1an/assay\nThread: Rul1an/assay#1677\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: Rul1an/assay\nThread: Rul1an/assay#1677\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1677\nRepo: Rul1an/assay\nIssue/PR number: 1677\nGraph consistency label: supported_by_high_confidence_link\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-71e187b887ec2cb7", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344556, "scanner": "foundry_dataset", "fingerprint": "57a799f8f2e2c6bace7b6b0259c9a93e8ad73f97b4fb085d9f64b8e1292d6177", "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": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1676", "issue_number": "1676", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-6696ead543fa663c", "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: Rul1an/assay\nThread: Rul1an/assay#1676\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: Rul1an/assay\nThread: Rul1an/assay#1676\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1676\nRepo: Rul1an/assay\nIssue/PR number: 1676\nGraph consistency label: supported_by_high_confidence_link\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 4, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'comment_has_related_commit_context': 1, 'generated_provenance': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-81d5c03008ca961e", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344555, "scanner": "foundry_dataset", "fingerprint": "e7b27dd6c6ff566b5e5c83ee7e94f654e55bd339c8dc42734eeb526e47aaf6d3", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1675", "issue_number": "1675", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-c608902c66bc4b1c", "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: Rul1an/assay\nThread: Rul1an/assay#1675\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: Rul1an/assay\nThread: Rul1an/assay#1675\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1675\nRepo: Rul1an/assay\nIssue/PR number: 1675\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-434bb237c649668c", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344554, "scanner": "foundry_dataset", "fingerprint": "326525ab1dcc39c93822410d7b8e077caabad2aa969397db8067a8388982031e", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1670", "issue_number": "1670", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-0823380731cbc016", "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: Rul1an/assay\nThread: Rul1an/assay#1670\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: Rul1an/assay\nThread: Rul1an/assay#1670\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1670\nRepo: Rul1an/assay\nIssue/PR number: 1670\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-6f39af758994064f", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344553, "scanner": "foundry_dataset", "fingerprint": "8fc33d0404221242e4d4db4034a4c02dbae88e20640ef7e32355d8fcbf4f4fb0", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1669", "issue_number": "1669", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-df05440cfdf0519c", "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: Rul1an/assay\nThread: Rul1an/assay#1669\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: Rul1an/assay\nThread: Rul1an/assay#1669\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1669\nRepo: Rul1an/assay\nIssue/PR number: 1669\nGraph consistency label: supported_by_high_confidence_link\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-c1d964a50d74b956", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344552, "scanner": "foundry_dataset", "fingerprint": "c22a95ff07e7bc80c251c8d2e348e89fc4c75b94131e5b588d1e4afa4c78c21a", "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, "feature": 1, "partial blueprint fit": 1, "verification_or_tests": 3, "data_schema_persistence": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1668", "issue_number": "1668", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-12ea4d22b8dfe8a4", "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: Rul1an/assay\nThread: Rul1an/assay#1668\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: Rul1an/assay\nThread: Rul1an/assay#1668\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1668\nRepo: Rul1an/assay\nIssue/PR number: 1668\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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, '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, 'feature': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-ae54a389ab57d64b", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344551, "scanner": "foundry_dataset", "fingerprint": "0e3aeb7d6a4c5dd803c585e892189b13fc81be142df035084e9c4718508e4fc0", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1667", "issue_number": "1667", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-310b8a0e4f206d8c", "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: Rul1an/assay\nThread: Rul1an/assay#1667\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: Rul1an/assay\nThread: Rul1an/assay#1667\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1667\nRepo: Rul1an/assay\nIssue/PR number: 1667\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-d876226c38bdc4b4", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344550, "scanner": "foundry_dataset", "fingerprint": "56487a538c1bf6094d1589756408380e0dc8529a521ebe7bc3bc333a60e16a3d", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"api_integration_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1663", "issue_number": "1663", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-3a6b6793100bdd51", "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: Rul1an/assay\nThread: Rul1an/assay#1663\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: Rul1an/assay\nThread: Rul1an/assay#1663\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1663\nRepo: Rul1an/assay\nIssue/PR number: 1663\nGraph consistency label: supported_by_high_confidence_link\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-8bcb2ff6e6aa7e2d", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344549, "scanner": "foundry_dataset", "fingerprint": "72532f4116b963dbe94f3a0dd4623e194bf0a8ffcfd970245246454d90e6e203", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"api_integration_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1661", "issue_number": "1661", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-c170395e25d62bfb", "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: Rul1an/assay\nThread: Rul1an/assay#1661\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: Rul1an/assay\nThread: Rul1an/assay#1661\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1661\nRepo: Rul1an/assay\nIssue/PR number: 1661\nGraph consistency label: supported_by_high_confidence_link\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-17e23930ac1e7c5e", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344548, "scanner": "foundry_dataset", "fingerprint": "a67c9505553de3f1a98302a1fa510753b09d628ed3579a20a1431177505f6824", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "docs_or_chore": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1660", "issue_number": "1660", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-cff3dc7f8eee359b", "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: Rul1an/assay\nThread: Rul1an/assay#1660\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: Rul1an/assay\nThread: Rul1an/assay#1660\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1660\nRepo: Rul1an/assay\nIssue/PR number: 1660\nGraph consistency label: weak_supervision_needs_review\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 4, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'docs_or_chore': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-3da00a3aaeeccade", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344547, "scanner": "foundry_dataset", "fingerprint": "c786b3668f342084b03cb37261485a878dd45b952347eeeb480d5a158a585807", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1654", "issue_number": "1654", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-8c5b6e9a5a931aaf", "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: Rul1an/assay\nThread: Rul1an/assay#1654\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: Rul1an/assay\nThread: Rul1an/assay#1654\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1654\nRepo: Rul1an/assay\nIssue/PR number: 1654\nGraph consistency label: supported_by_high_confidence_link\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-7aa10c67a164d30a", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344546, "scanner": "foundry_dataset", "fingerprint": "c1fb2032587a1d1a9dfebd566a6e262fe502dce42437f2a0276c12dcda86dc53", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 3, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 22, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 3, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 18, "node_types": {"repo": 1, "commit": 3, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1653", "issue_number": "1653", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-d2a8bd1aa45a689d", "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: Rul1an/assay\nThread: Rul1an/assay#1653\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: Rul1an/assay\nThread: Rul1an/assay#1653\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1653\nRepo: Rul1an/assay\nIssue/PR number: 1653\nGraph consistency label: weak_supervision_needs_review\nNodes: 18\nEdges: 22\nNode types: {'link_quality': 5, 'commit': 3, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 5, 'comment_chain_links_commit': 3, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-0e52f03fec857629", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344545, "scanner": "foundry_dataset", "fingerprint": "fee5fa0f2d9fa9f550b191832efc5a001347ce7ffa334de40179b4a156af830b", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1652", "issue_number": "1652", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-bf5b958e998f0c11", "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: Rul1an/assay\nThread: Rul1an/assay#1652\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: Rul1an/assay\nThread: Rul1an/assay#1652\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1652\nRepo: Rul1an/assay\nIssue/PR number: 1652\nGraph consistency label: supported_by_high_confidence_link\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-8f899c1241b48245", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344544, "scanner": "foundry_dataset", "fingerprint": "d26f5bb42a852cf90f35490f4c104d5dfd4c76c7d039c6971008d1c431400c74", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1651", "issue_number": "1651", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-a58b71d7c713598b", "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: Rul1an/assay\nThread: Rul1an/assay#1651\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: Rul1an/assay\nThread: Rul1an/assay#1651\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1651\nRepo: Rul1an/assay\nIssue/PR number: 1651\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-c4c6b9877448da70", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344543, "scanner": "foundry_dataset", "fingerprint": "001ed35b9e926aacf25b33a86199d1c9d73867292187785111a506329f77812d", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1650", "issue_number": "1650", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-114155c1f89132b9", "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: Rul1an/assay\nThread: Rul1an/assay#1650\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: Rul1an/assay\nThread: Rul1an/assay#1650\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1650\nRepo: Rul1an/assay\nIssue/PR number: 1650\nGraph consistency label: supported_by_high_confidence_link\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-9e4c6d767ffac126", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344542, "scanner": "foundry_dataset", "fingerprint": "71b3e3a34db7a69bd9edf403e1126db03bc5a6e5e68003b3fec718db14d1ade6", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1649", "issue_number": "1649", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-e5c16b32425dfe16", "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: Rul1an/assay\nThread: Rul1an/assay#1649\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: Rul1an/assay\nThread: Rul1an/assay#1649\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1649\nRepo: Rul1an/assay\nIssue/PR number: 1649\nGraph consistency label: supported_by_high_confidence_link\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-c9b55c6bd63246ba", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344541, "scanner": "foundry_dataset", "fingerprint": "3ebeab910655456e7f7a9764842dcb94cc5edbf84c471cf361d31fbef0215b64", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1648", "issue_number": "1648", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-242e4efa6faa6822", "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: Rul1an/assay\nThread: Rul1an/assay#1648\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: Rul1an/assay\nThread: Rul1an/assay#1648\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1648\nRepo: Rul1an/assay\nIssue/PR number: 1648\nGraph consistency label: supported_by_high_confidence_link\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-9e6eb103934d4670", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344540, "scanner": "foundry_dataset", "fingerprint": "f564283ff48a9b4c9a1bd65efd4187fdb62392f83962036231939d01971a595e", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1647", "issue_number": "1647", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-71c641bca37b6e2e", "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: Rul1an/assay\nThread: Rul1an/assay#1647\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: Rul1an/assay\nThread: Rul1an/assay#1647\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1647\nRepo: Rul1an/assay\nIssue/PR number: 1647\nGraph consistency label: weak_supervision_needs_review\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-bf8ca82b35777983", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344539, "scanner": "foundry_dataset", "fingerprint": "319e37e5e055b6d986efb85cb7e473ea9af02a9bc1a3ee91bf8a33d9ca6aad65", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1646", "issue_number": "1646", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-2dd8e1b5c4403a96", "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: Rul1an/assay\nThread: Rul1an/assay#1646\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: Rul1an/assay\nThread: Rul1an/assay#1646\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1646\nRepo: Rul1an/assay\nIssue/PR number: 1646\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-732ef446fa42182d", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344538, "scanner": "foundry_dataset", "fingerprint": "1dd66ac130fb4cdd583a1790cb5e7c0fa876b89144b77c2035d2031b52f43367", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1645", "issue_number": "1645", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-f7750337bde7eff0", "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: Rul1an/assay\nThread: Rul1an/assay#1645\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: Rul1an/assay\nThread: Rul1an/assay#1645\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1645\nRepo: Rul1an/assay\nIssue/PR number: 1645\nGraph consistency label: weak_supervision_needs_review\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-5d97971ad5a58d9c", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344537, "scanner": "foundry_dataset", "fingerprint": "ca3410640aace690f2f2e6d9be6d8ce38841d0e3ee58e63da723604ba4dc1cb5", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1643", "issue_number": "1643", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-267d21d6600fa213", "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: Rul1an/assay\nThread: Rul1an/assay#1643\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: Rul1an/assay\nThread: Rul1an/assay#1643\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1643\nRepo: Rul1an/assay\nIssue/PR number: 1643\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-7278cb875bb5170f", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344536, "scanner": "foundry_dataset", "fingerprint": "b46b3f2bab0349bf9530bf4048e92e141c448521df21dc3a47d59dcbfc6e6d87", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1642", "issue_number": "1642", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-570fb9467884f2b1", "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: Rul1an/assay\nThread: Rul1an/assay#1642\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: Rul1an/assay\nThread: Rul1an/assay#1642\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1642\nRepo: Rul1an/assay\nIssue/PR number: 1642\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-855073578e47615e", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344535, "scanner": "foundry_dataset", "fingerprint": "00fcb23dc4809aa96826d9e72cfddb92bddad8888b4e0b04c4a72be85bbe7df3", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1641", "issue_number": "1641", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-43481f91fc9c49ea", "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: Rul1an/assay\nThread: Rul1an/assay#1641\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: Rul1an/assay\nThread: Rul1an/assay#1641\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1641\nRepo: Rul1an/assay\nIssue/PR number: 1641\nGraph consistency label: weak_supervision_needs_review\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-64a81f259e37a7cd", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344534, "scanner": "foundry_dataset", "fingerprint": "702f2c213b61c572988c17b6f00d0bccbaf4e7e8582c7333451fbae5fe79bf22", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1637", "issue_number": "1637", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-b068b10e30a1c3b3", "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: Rul1an/assay\nThread: Rul1an/assay#1637\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: Rul1an/assay\nThread: Rul1an/assay#1637\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1637\nRepo: Rul1an/assay\nIssue/PR number: 1637\nGraph consistency label: supported_by_high_confidence_link\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-fbca266e8fac0edc", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344533, "scanner": "foundry_dataset", "fingerprint": "94430edab4684a1053fb26c399731a31b21ddd56a5e59e8f775cb8e9c7b2a55f", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "api_integration_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1633", "issue_number": "1633", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-2fd8bae3498d417f", "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: Rul1an/assay\nThread: Rul1an/assay#1633\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: Rul1an/assay\nThread: Rul1an/assay#1633\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1633\nRepo: Rul1an/assay\nIssue/PR number: 1633\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-4687dcdb8f04a339", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344532, "scanner": "foundry_dataset", "fingerprint": "8f43e6c4d6b7211461c719746a52fd48dd54741477944651b720b4c4b27ea53d", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1628", "issue_number": "1628", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-33372c469d9c3f29", "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: Rul1an/assay\nThread: Rul1an/assay#1628\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: Rul1an/assay\nThread: Rul1an/assay#1628\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1628\nRepo: Rul1an/assay\nIssue/PR number: 1628\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-9b0a39803a5df6cd", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344531, "scanner": "foundry_dataset", "fingerprint": "3d826a0663eab0cd5692b887a7884e14192a386437dbe6b8bc0c98bfcb0bc551", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "ui_workflow_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1625", "issue_number": "1625", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-b0690542a6e55835", "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: Rul1an/assay\nThread: Rul1an/assay#1625\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: Rul1an/assay\nThread: Rul1an/assay#1625\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1625\nRepo: Rul1an/assay\nIssue/PR number: 1625\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-deb1ef519bcd5c5b", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344530, "scanner": "foundry_dataset", "fingerprint": "7f005370be58bcee2db7c674aaf02b7c58c99f19c71d4cef47510fadaac980e4", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "partial blueprint fit": 1, "verification_or_tests": 3, "data_schema_persistence": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1623", "issue_number": "1623", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-2566c092a92fe510", "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: Rul1an/assay\nThread: Rul1an/assay#1623\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: Rul1an/assay\nThread: Rul1an/assay#1623\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1623\nRepo: Rul1an/assay\nIssue/PR number: 1623\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-7b4d9905b02c2d83", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344529, "scanner": "foundry_dataset", "fingerprint": "0240187afc3ca3c72b93106f1bc56c4053dfa692dab512c602fa001e18833503", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1616", "issue_number": "1616", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-ffbc6a29057d5bda", "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: Rul1an/assay\nThread: Rul1an/assay#1616\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: Rul1an/assay\nThread: Rul1an/assay#1616\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1616\nRepo: Rul1an/assay\nIssue/PR number: 1616\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-5325023352128420", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344528, "scanner": "foundry_dataset", "fingerprint": "6f6bdab34d78316de292634e78fe962d08f9c35c6a54f49e5ff23867583337cd", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "api_integration_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1615", "issue_number": "1615", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-493436c8e7bc93a5", "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: Rul1an/assay\nThread: Rul1an/assay#1615\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: Rul1an/assay\nThread: Rul1an/assay#1615\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1615\nRepo: Rul1an/assay\nIssue/PR number: 1615\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-13684f975e3a35e4", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Rul1an/assay"}, "properties": {"repobilityId": 344527, "scanner": "foundry_dataset", "fingerprint": "2412f710252f815fea820670adc36c9152eb588df8d20182d25e0aa903667376", "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, "agent_instruction_gap": 4, "partial blueprint fit": 1, "human_feedback_general": 5, "data_schema_persistence": 2, "unlinked_human_feedback": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 9, "ambiguous_needs_more_evidence": 5, "blueprint_human_gap_alignment": 3, "blueprint_human_gap_disagreement": 3, "human_reported_issue_no_linked_fix": 7, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 18, "ambiguous_needs_more_evidence": 10}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 90, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 12, "thread_has_comment": 12, "alignment_uses_comment": 6, "alignment_uses_finding": 6, "chain_has_link_quality": 20, "comment_aligns_finding": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 12, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 12}, "node_count": 56, "node_types": {"repo": 1, "thread": 1, "comment": 12, "alignment": 6, "fix_outcome": 1, "issue_chain": 1, "link_quality": 20, "comment_chain": 12, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1", "issue_number": "1", "quality_tiers": {"unresolved": 14, "assumption_check": 6}, "repo_full_name": "Rul1an/assay", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-bb4ece17a9c9c678", "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: Rul1an/assay\nThread: Rul1an/assay#1\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: Rul1an/assay\nThread: Rul1an/assay#1\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1\nRepo: Rul1an/assay\nIssue/PR number: 1\nGraph consistency label: assumption_check\nNodes: 56\nEdges: 90\nNode types: {'link_quality': 20, 'comment': 12, 'comment_chain': 12, 'alignment': 6, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 20, 'thread_has_comment': 12, 'thread_has_comment_chain': 12, 'comment_has_chain': 12, 'issue_chain_has_comment_chain': 12, 'alignment_uses_comment': 6, 'alignment_uses_finding': 6, 'comment_aligns_finding': 6, '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': 9, 'human_reported_issue_no_linked_fix': 7, 'human_feedback_general': 5, 'unlinked_human_feedback': 5, 'ambiguous_needs_more_evidence': 5, 'agent_instruction_gap': 4, 'blueprint_human_gap_alignment': 3, 'blueprint_human_gap_disagreement': 3, 'data_schema_persistence': 2, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'partial blueprint fit': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 18, 'ambiguous_needs_more_evidence': 10}\nQuality tiers: {'unresolved': 14, 'assumption_check': 6}\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/Rul1an/assay", "source_id": "graph-query-motif_query-aa0258d089af2db0", "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": "Rul1an/assay", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300367, "scanner": "foundry_dataset", "fingerprint": "222e9685dcca4ca28b24ee9f0f0561bb84c51bbb5ea04dd03ecf69f3dc30bbfb", "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": "Rul1an/assay#9", "human_labels": ["data_schema_persistence", "human_feedback_general", "test_ci_gap"], "issue_number": "9", "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": "Rul1an/assay", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-3eafd08d843c75f7", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#9\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: Rul1an/assay#9\nRepo: Rul1an/assay\nThread label: thread_has_human_issue_without_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 5\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 3, 'data_schema_persistence': 1, 'test_ci_gap': 1}\nPolarities: {'neutral': 3, 'bad': 2}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-5f0342d821254c36\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/9#discussion_r2649917049\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: Rul1an/assay\\nAuthor: Copilot (Bot)\\nURL: https://github.com/Rul1an/assay/pull/9#discussion_r2649917049\\nTitle: \\nBody:\\nThe duplicate README exists in both `parity/README.md` and `docs/concepts/parity.md` with identical content (230 lines each). This documentation duplication can lead to inconsistency when updates are made. Consider keeping documentation in a single canonical location and linking to it from other places if needed.\"\n  },\n  {\n    \"id\": \"github-feedback-comment-c4bf651cc948e385\",\n    \"kind\": \"review_comment\",\n    \"label\": \"data_schema_persistence\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/9#discussion_r2649917050\",\n    \"text\": \"GitHub feedback: data_schema_persistence\\nPolarity: bad\\nKind: review_comment\\nRepo: Rul1an/assay\\nAuthor: Copilot (Bot)\\nURL: https://github.com/Rul1an/assay/pull/9#discussion_r2649917050\\nTitle: \\nBody:\\nThe comment at line 91 contains an error message format string with a debug format but wraps the entire details JSON. This will produce verbose output like \\\"Schema violation: Object {...}\\\". Consider extracting specific violation messages from the details JSON for clearer error messages that match the test expectations.\\n```suggestion\\n                        format!(\\\"Schema violation: {}\\\", verdict.details),\\n```\"\n  },\n  {\n    \"id\": \"github-feedback-comment-24ef91d2da9777b5\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/9#discussion_r2649917051\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: Rul1an/assay\\nAuthor: Copilot (Bot)\\nURL: https://github.com/Rul1an/assay/pull/9#discussion_r2649917051\\nTitle: \\nBody:\\nThere are duplica\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-80c2aab6fcb07b2e", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300366, "scanner": "foundry_dataset", "fingerprint": "116ff445a5011daa5250e51148f6de201cd16d29fa3c3092092c5bc4f8c1b900", "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": "Rul1an/assay#86", "human_labels": ["api_integration_gap", "human_feedback_general"], "issue_number": "86", "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": "Rul1an/assay", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-5d9224eaff08260f", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#86\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: Rul1an/assay#86\nRepo: Rul1an/assay\nThread label: thread_has_human_issue_without_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 2\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1, 'api_integration_gap': 1}\nPolarities: {'neutral': 1, 'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-05b440bae6054cd0\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/86#issuecomment-3826327787\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/86#issuecomment-3826327787\\nTitle: \\nBody:\\n@dependabot merge\"\n  },\n  {\n    \"id\": \"github-feedback-comment-da6417a63e390889\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/86#issuecomment-3826328042\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: dependabot[bot] (Bot)\\nURL: https://github.com/Rul1an/assay/pull/86#issuecomment-3826328042\\nTitle: \\nBody:\\nBeginning January 27, 2026, Dependabot will no longer support the @dependabot merge command. Please use GitHub's native pull request controls instead. Please see the [changelog announcement](https://github.blog/changelog/2025-10-06-upcoming-changes-to-github-dependabot-pull-request-comment-commands/) for additional details.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-747a01a359e4b8c6\", \"evidence-chain-comment_to_commit-98dc12d1d9acac9f\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Rul1an/assay\nGraph label: source_backed_multi_signal_graph\nNodes: 16\nEdges: 24\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"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_schemas_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, \"schemas\": 2}\nBundle la\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-20988ebe4a3ce8af", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300365, "scanner": "foundry_dataset", "fingerprint": "145837dfefe3d979ab63e9221383fefada56b63a28d24986393fdc02a7923c68", "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": "Rul1an/assay#83", "human_labels": ["api_integration_gap", "human_feedback_general"], "issue_number": "83", "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": "Rul1an/assay", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-8d5399f52d90628b", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#83\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: Rul1an/assay#83\nRepo: Rul1an/assay\nThread label: thread_has_human_issue_without_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 8\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'api_integration_gap': 3, 'human_feedback_general': 5}\nPolarities: {'bad': 3, 'neutral': 5}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-fe1caaa6c20e8dd9\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/83#issuecomment-3825670513\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: dependabot[bot] (Bot)\\nURL: https://github.com/Rul1an/assay/pull/83#issuecomment-3825670513\\nTitle: \\nBody:\\n### Labels\\n\\nThe following labels could not be found: `dependencies`, `rust`. 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-6dfb2c43e054e686\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/83#issuecomment-3825907667\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/83#issuecomment-3825907667\\nTitle: \\nBody:\\n@dependabot rebase\"\n  },\n  {\n    \"id\": \"github-feedback-comment-4aba7ceda5731a3b\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/83#issuecomment-3825962413\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/83#issuecomment-3825962413\\nTitle: \\nBody:\\n@dependabot rebase\"\n  },\n  {\n    \"id\": \"github-feedback-comment-14c44d6cc7fc8a94\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/83#issuecomment-3825980260\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/83#issuecomment-3825980260\\nTitle: \\nBody:\\n@dependabot merge\"\n  },\n  {\n    \"id\": \"\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-b17cd1ffb7109c0b", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300364, "scanner": "foundry_dataset", "fingerprint": "1a4eb9907dec4bfb0fe381d0f7e34ae255e40966d95832908eab2eb16914915b", "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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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-6ffac84a253bba7e\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/81#issuecomment-3825907573\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/81#issuecomment-3825907573\\nTitle: \\nBody:\\n@dependabot rebase\"\n  },\n  {\n    \"id\": \"github-feedback-comment-685175cf5443c614\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/81#issuecomment-3825962351\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/81#issuecomment-3825962351\\nTitle: \\nBody:\\n@dependabot rebase\"\n  },\n  {\n    \"id\": \"github-feedback-comment-04134dc810277b71\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/81#issuecomment-3825980201\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/81#issuecomment-3825980201\\nTitle: \\nBody:\\n@dependabot merge\"\n  },\n  {\n    \"id\": \"\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-5a91a948ef1f60e2", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300363, "scanner": "foundry_dataset", "fingerprint": "35296ce47fff80c4cb674f84b17d5516540fc98af0b700e09e19fd67f0bd4070", "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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This should be updated to v0.9.0 to match the release version being prepared.\"\n  },\n  {\n    \"id\": \"github-feedback-comment-4de6cfb614efa6a9\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/8#discussion_r2649361868\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: Rul1an/assay\\nAuthor: Copilot (Bot)\\nURL: https://github.com/Rul1an/assay/pull/8#discussion_r2649361868\\nTitle: \\nBody:\\nThe comment contains Dutch text \\\"na warm-up wil je 0 misses\\\" which should be in English for consistency with the rest of the codebase. Consider changing to \\\"after warm-up we expect 0 misses\\\".\"\n  },\n  {\n    \"id\": \"github-feedback-comment-303d411491c9e693\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/8#discussion_r2649361870\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: Rul1an/assay\\nAuthor: Copilot (Bot)\\nURL: https://github.com/Rul1an/assay/pull/8#discussion_r2649361870\\nTitle: \\nBody:\\nThe comment contains Dutch text \\\"Als je de optional test reporter gebruikt\\\" which should be in English for consistency. Consider changing to \\\"If you use the optional test reporter\\\".\"\n  },\n  {\n    \"id\": \"github-feedback-comment-8e654da884c75814\",\n    \"kind\": \"review_comment\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/8#discussion_r2649361871\",\n    \"text\": \"\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-22ec7f465745371c", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300362, "scanner": "foundry_dataset", "fingerprint": "e57e6cfe7c798ee359bc8f43c04b39db8c1a7d8fd6ce5d1a2f8964a06781afd0", "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": "Rul1an/assay#79", "human_labels": ["api_integration_gap", "human_feedback_general", "security_auth_secret"], "issue_number": "79", "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": "Rul1an/assay", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-f42ccff1bf07bd02", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#79\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: Rul1an/assay#79\nRepo: Rul1an/assay\nThread label: thread_has_human_issue_without_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 8\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'api_integration_gap': 2, 'human_feedback_general': 5, 'security_auth_secret': 1}\nPolarities: {'bad': 3, 'neutral': 5}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-0eea9920b7f26a2f\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/79#issuecomment-3824504132\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: dependabot[bot] (Bot)\\nURL: https://github.com/Rul1an/assay/pull/79#issuecomment-3824504132\\nTitle: \\nBody:\\n### Labels\\n\\nThe following labels could not be found: `dependencies`, `rust`. 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-76798dadc291902d\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/79#issuecomment-3825907442\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/79#issuecomment-3825907442\\nTitle: \\nBody:\\n@dependabot rebase\"\n  },\n  {\n    \"id\": \"github-feedback-comment-19abfb75bdb44804\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/79#issuecomment-3825962280\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/79#issuecomment-3825962280\\nTitle: \\nBody:\\n@dependabot rebase\"\n  },\n  {\n    \"id\": \"github-feedback-comment-df20d38fee6481de\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/79#issuecomment-3825980124\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/79#issuecomment-3825980124\\nTitle: \\nBody:\\n@dependabot\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-870b524ff2998d4c", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300361, "scanner": "foundry_dataset", "fingerprint": "1c67b1aa9c08f8de4df752e5261f6c0d1bf3fd381ffa8c33836599c0a68e3f4f", "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": "Rul1an/assay#78", "human_labels": ["api_integration_gap", "human_feedback_general"], "issue_number": "78", "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": "Rul1an/assay", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-c1710759bac7df00", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#78\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: Rul1an/assay#78\nRepo: Rul1an/assay\nThread label: thread_has_human_issue_without_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 6\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'api_integration_gap': 2, 'human_feedback_general': 4}\nPolarities: {'bad': 2, 'neutral': 4}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-1088bcc20341b48c\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/78#issuecomment-3824503082\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: dependabot[bot] (Bot)\\nURL: https://github.com/Rul1an/assay/pull/78#issuecomment-3824503082\\nTitle: \\nBody:\\n### Labels\\n\\nThe following labels could not be found: `dependencies`, `rust`. 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-64157d0db83792f6\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/78#issuecomment-3825909287\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/78#issuecomment-3825909287\\nTitle: \\nBody:\\n@dependabot rebase\"\n  },\n  {\n    \"id\": \"github-feedback-comment-0227a44cbd748871\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/78#issuecomment-3825962226\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/78#issuecomment-3825962226\\nTitle: \\nBody:\\n@dependabot rebase\"\n  },\n  {\n    \"id\": \"github-feedback-comment-2cb7224a9e66068b\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/78#issuecomment-3825980048\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/78#issuecomment-3825980048\\nTitle: \\nBody:\\n@dependabot merge\"\n  },\n  {\n    \"id\": \"\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-6dad4c7037f3fee8", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300360, "scanner": "foundry_dataset", "fingerprint": "ecc490fe9f4851b55a965e3b3884af4261834ef1b3d9dbd16d0e9ad16cb876e0", "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": "Rul1an/assay#76", "human_labels": ["api_integration_gap", "human_feedback_general"], "issue_number": "76", "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": "Rul1an/assay", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-c7bbbfd3fc21f741", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#76\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: Rul1an/assay#76\nRepo: Rul1an/assay\nThread label: thread_has_human_issue_without_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 6\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'api_integration_gap': 2, 'human_feedback_general': 4}\nPolarities: {'bad': 2, 'neutral': 4}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-d663b7b248f1ea89\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/76#issuecomment-3824501581\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: dependabot[bot] (Bot)\\nURL: https://github.com/Rul1an/assay/pull/76#issuecomment-3824501581\\nTitle: \\nBody:\\n### Labels\\n\\nThe following labels could not be found: `dependencies`, `rust`. 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-9079af4a1bed88bf\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/76#issuecomment-3825907348\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/76#issuecomment-3825907348\\nTitle: \\nBody:\\n@dependabot rebase\"\n  },\n  {\n    \"id\": \"github-feedback-comment-63d4c63e3c8e673a\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/76#issuecomment-3825962148\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/76#issuecomment-3825962148\\nTitle: \\nBody:\\n@dependabot rebase\"\n  },\n  {\n    \"id\": \"github-feedback-comment-497bf63658e18889\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/76#issuecomment-3825979982\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/76#issuecomment-3825979982\\nTitle: \\nBody:\\n@dependabot merge\"\n  },\n  {\n    \"id\": \"\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-bc75ef93303dda3f", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300359, "scanner": "foundry_dataset", "fingerprint": "a11341797e2bccf47f7eb1fadf222e4bc4d899bac129a5e83b61dd04fc449e89", "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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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-3e2b6a72bb56f9e5\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/75#issuecomment-3825909176\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/75#issuecomment-3825909176\\nTitle: \\nBody:\\n@dependabot rebase\"\n  },\n  {\n    \"id\": \"github-feedback-comment-f48e8d310a6e20cf\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/75#issuecomment-3825962085\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/75#issuecomment-3825962085\\nTitle: \\nBody:\\n@dependabot rebase\"\n  },\n  {\n    \"id\": \"github-feedback-comment-dbd889ce05487c15\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/75#issuecomment-3825979904\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/75#issuecomment-3825979904\\nTitle: \\nBody:\\n@dependabot merge\"\n  },\n  {\n    \"id\": \"\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-81822971501e6870", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300358, "scanner": "foundry_dataset", "fingerprint": "0e5ee4412e86cb6c51b235e8296fc0c3ac446d2de98381f907c18cf7b963aefa", "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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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-5be78c74ecd0f0ac\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/73#issuecomment-3825909067\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/73#issuecomment-3825909067\\nTitle: \\nBody:\\n@dependabot rebase\"\n  },\n  {\n    \"id\": \"github-feedback-comment-b0b47002427c1597\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/73#issuecomment-3825962014\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/73#issuecomment-3825962014\\nTitle: \\nBody:\\n@dependabot rebase\"\n  },\n  {\n    \"id\": \"github-feedback-comment-17e8122a6c282f75\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/73#issuecomment-3825979844\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/73#issuecomment-3825979844\\nTitle: \\nBody:\\n@dependabot merge\"\n  },\n  {\n    \"id\": \"\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-b072219686497810", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300357, "scanner": "foundry_dataset", "fingerprint": "2ecaf6df8f4a14eaa930314c73adefb8fc4cbb35476405898b3cd527491f225f", "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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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-c4de4db571eeb3cf\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/71#issuecomment-3825907238\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/71#issuecomment-3825907238\\nTitle: \\nBody:\\n@dependabot rebase\"\n  },\n  {\n    \"id\": \"github-feedback-comment-89ccaa02c1ece9a5\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/71#issuecomment-3825961908\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/71#issuecomment-3825961908\\nTitle: \\nBody:\\n@dependabot rebase\"\n  },\n  {\n    \"id\": \"github-feedback-comment-d8c909d124d2c103\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/71#issuecomment-3825979791\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/71#issuecomment-3825979791\\nTitle: \\nBody:\\n@dependabot merge\"\n  },\n  {\n    \"id\": \"\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-726660c7c51639b1", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300356, "scanner": "foundry_dataset", "fingerprint": "626eb7479cf4ca0adcc5ea892cd330c9c50bcc0f6341f75531180820f0dbc5d1", "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": "Rul1an/assay#70", "human_labels": ["api_integration_gap", "human_feedback_general"], "issue_number": "70", "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": "Rul1an/assay", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-b3c1cb58b772b3d1", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#70\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: Rul1an/assay#70\nRepo: Rul1an/assay\nThread label: thread_has_human_issue_without_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 8\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'api_integration_gap': 3, 'human_feedback_general': 5}\nPolarities: {'bad': 3, 'neutral': 5}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-ececf55a335dd613\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/70#issuecomment-3824498720\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: dependabot[bot] (Bot)\\nURL: https://github.com/Rul1an/assay/pull/70#issuecomment-3824498720\\nTitle: \\nBody:\\n### Labels\\n\\nThe following labels could not be found: `dependencies`, `rust`. 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-ea981b00d5932da5\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/70#issuecomment-3825904909\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/70#issuecomment-3825904909\\nTitle: \\nBody:\\n@dependabot rebase\"\n  },\n  {\n    \"id\": \"github-feedback-comment-c3f41e6eba518900\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/70#issuecomment-3825961756\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/70#issuecomment-3825961756\\nTitle: \\nBody:\\n@dependabot rebase\"\n  },\n  {\n    \"id\": \"github-feedback-comment-052fba9c63f50006\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/70#issuecomment-3825979698\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/70#issuecomment-3825979698\\nTitle: \\nBody:\\n@dependabot merge\"\n  },\n  {\n    \"id\": \"\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-2e58fb0a421df1fa", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300355, "scanner": "foundry_dataset", "fingerprint": "3ee043c2ad3cde4be4bdecdc0e5848872be465ffdc4a4ccaabd059ac88d2516d", "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": "Rul1an/assay#67", "human_labels": ["api_integration_gap", "human_feedback_general"], "issue_number": "67", "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": "Rul1an/assay", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-c1dae37393e8d413", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#67\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: Rul1an/assay#67\nRepo: Rul1an/assay\nThread label: thread_has_human_issue_without_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 8\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'api_integration_gap': 3, 'human_feedback_general': 5}\nPolarities: {'bad': 3, 'neutral': 5}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-015a035a92f4fea5\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/67#issuecomment-3824497724\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: dependabot[bot] (Bot)\\nURL: https://github.com/Rul1an/assay/pull/67#issuecomment-3824497724\\nTitle: \\nBody:\\n### Labels\\n\\nThe following labels could not be found: `dependencies`, `rust`. 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-7e63f64089acddc3\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/67#issuecomment-3825894534\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/67#issuecomment-3825894534\\nTitle: \\nBody:\\n@dependabot rebase\"\n  },\n  {\n    \"id\": \"github-feedback-comment-8c92dea24a8db6db\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/67#issuecomment-3825961618\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/67#issuecomment-3825961618\\nTitle: \\nBody:\\n@dependabot rebase\"\n  },\n  {\n    \"id\": \"github-feedback-comment-5a8855752fc03b28\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/67#issuecomment-3825979624\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/67#issuecomment-3825979624\\nTitle: \\nBody:\\n@dependabot merge\"\n  },\n  {\n    \"id\": \"\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-35aa2b3b2047a50f", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300354, "scanner": "foundry_dataset", "fingerprint": "5708ef03acdfd0f613682c43c49b1e93590ba34b1a47f35dff0c0e40971f8f11", "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": "Rul1an/assay#5", "human_labels": ["deployment_env_gap", "human_feedback_general", "test_ci_gap"], "issue_number": "5", "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": "Rul1an/assay", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-ae32a4ceb043635e", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#5\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: Rul1an/assay#5\nRepo: Rul1an/assay\nThread label: thread_has_human_issue_without_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 37\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 31, 'deployment_env_gap': 5, 'test_ci_gap': 1}\nPolarities: {'neutral': 31, 'bad': 6}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-16e9350ad135da8b\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/5#discussion_r2644411745\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: Rul1an/assay\\nAuthor: Copilot (Bot)\\nURL: https://github.com/Rul1an/assay/pull/5#discussion_r2644411745\\nTitle: \\nBody:\\nThe 'os' module is imported twice - once at line 4 and again at line 31. The second import is redundant and should be removed.\\n```suggestion\\n\\n```\"\n  },\n  {\n    \"id\": \"github-feedback-comment-8e7b05e9f7401406\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/5#discussion_r2644411747\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: Rul1an/assay\\nAuthor: Copilot (Bot)\\nURL: https://github.com/Rul1an/assay/pull/5#discussion_r2644411747\\nTitle: \\nBody:\\nThe method 'model_dump' is defined as a lambda returning a dict, but this creates a callable attribute that needs to be invoked. The structure 'type(\\\"Usage\\\", (), {...})()' creates an instance but 'model_dump' is defined as a method that returns self. This may not work as expected. Consider defining 'model_dump' to return the dict directly without the lambda wrapper, or ensure the lambda is properly bound.\"\n  },\n  {\n    \"id\": \"github-feedback-comment-0dee8fd8ae56b934\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/5#discussion_r2644411753\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: Rul1an/assay\\nAuthor: Copilot (Bot)\\nURL: https://github.com/Rul1an/assay/pull/5#discussion_r2644411753\\nTitle: \\nBody:\\nThe 'source' command is used which is bash-specific, but the shebang is '#!/bin/bash', so this is correct. However, the script will fail if the virtual environment activation fails. Consid\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-5142744a328ec560", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300353, "scanner": "foundry_dataset", "fingerprint": "d79227c011b5f3fa5d821ec19bdf5b55fa74e4c1b02ec04f1955d2b4304ed32b", "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": "Rul1an/assay#43", "human_labels": ["human_feedback_general"], "issue_number": "43", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "Rul1an/assay", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-00b7ba0962ea2706", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#43\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: Rul1an/assay#43\nRepo: Rul1an/assay\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-598069db38fa1811\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/43#issuecomment-3797152361\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/43#issuecomment-3797152361\\nTitle: \\nBody:\\nMerged to main via manual squash commit 411edce.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-1ad6ff35567c626b\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Rul1an/assay\nGraph label: source_backed_multi_signal_graph\nNodes: 16\nEdges: 24\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"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_schemas_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, \"schemas\": 2}\nBundle labels: {\"source_backed_fake_real_verification_bundle\": 1}\nCo-occurrence labels: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-4d1dcb368634e1ca", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300352, "scanner": "foundry_dataset", "fingerprint": "854d9b0cb34ceb85224c909cf31cd374be9b917315fbed22097824993bf6a12b", "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": "Rul1an/assay#4", "human_labels": ["data_schema_persistence", "human_feedback_general"], "issue_number": "4", "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": "Rul1an/assay", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-30e24f54ab9f291d", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#4\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: Rul1an/assay#4\nRepo: Rul1an/assay\nThread label: thread_has_human_issue_without_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 12\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'data_schema_persistence': 1, 'human_feedback_general': 11}\nPolarities: {'bad': 1, 'neutral': 11}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-d98b152ee60327f0\",\n    \"kind\": \"review_comment\",\n    \"label\": \"data_schema_persistence\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/4#discussion_r2643525100\",\n    \"text\": \"GitHub feedback: data_schema_persistence\\nPolarity: bad\\nKind: review_comment\\nRepo: Rul1an/assay\\nAuthor: Copilot (Bot)\\nURL: https://github.com/Rul1an/assay/pull/4#discussion_r2643525100\\nTitle: \\nBody:\\nThe test comment on line 115 states that 6 events are expected including a ToolResult event, but the assertion on line 120 checks for \\\"tool_call\\\" type instead of \\\"tool_call_result\\\". According to the comment and the debug output showing the event type is \\\"tool_call\\\" (not \\\"tool_call_result\\\"), this suggests the implementation may be emitting two separate \\\"tool_call\\\" events (one without result, one with result) rather than a distinct \\\"tool_call\\\" and \\\"tool_call_result\\\" event. The test expectation should match the actual event schema being emitted.\"\n  },\n  {\n    \"id\": \"github-feedback-comment-aeae83e475d18ca6\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/4#discussion_r2643525128\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: Rul1an/assay\\nAuthor: Copilot (Bot)\\nURL: https://github.com/Rul1an/assay/pull/4#discussion_r2643525128\\nTitle: \\nBody:\\nVariable result is not used.\\n```suggestion\\n        await record_chat_completions(\\n```\"\n  },\n  {\n    \"id\": \"github-feedback-comment-8b37ee2fd1c60e26\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/4#discussion_r2643525153\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: Rul1an/assay\\nAuthor: Copilot (Bot)\\nURL: https://github.com/Rul1an/assay/pull/4#discussion_r2643525153\\nTitle: \\nBody:\\nVariable result is not used.\\n```suggestion\\n        record_chat_completions(\\n```\"\n  },\n  {\n    \"id\": \"github-feed\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-23d6cefa0f4c073f", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300351, "scanner": "foundry_dataset", "fingerprint": "66d3118e44ea22dd41ae129de64184733d025733fedeb5067c88fa946055693b", "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": "Rul1an/assay#3", "human_labels": ["api_integration_gap", "human_feedback_general", "test_ci_gap"], "issue_number": "3", "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": "Rul1an/assay", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-f6df369f104caa78", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#3\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: Rul1an/assay#3\nRepo: Rul1an/assay\nThread label: thread_has_human_issue_without_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 6\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 4, 'api_integration_gap': 1, 'test_ci_gap': 1}\nPolarities: {'neutral': 4, 'bad': 2}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-cfc539fde7ee5cab\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/3#discussion_r2643369105\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: Rul1an/assay\\nAuthor: Copilot (Bot)\\nURL: https://github.com/Rul1an/assay/pull/3#discussion_r2643369105\\nTitle: \\nBody:\\nThe streaming test is being run after the \\\"ALL E2E TESTS PASSED\\\" message, which means if this test fails, the script will still have printed that all tests passed. The streaming test should be moved before line 32 to be included in the overall test suite validation.\\n```suggestion\\necho 'running tests/e2e/openai_streaming_smoke.sh...'; bash tests/e2e/openai_streaming_smoke.sh\\n\\necho \\\"ALL E2E TESTS PASSED \ud83d\ude80\\\"\\n```\"\n  },\n  {\n    \"id\": \"github-feedback-comment-e4cd718a01a36e01\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/3#discussion_r2643369117\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: Rul1an/assay\\nAuthor: Copilot (Bot)\\nURL: https://github.com/Rul1an/assay/pull/3#discussion_r2643369117\\nTitle: \\nBody:\\nThere's a formatting inconsistency with indentation. Lines 99 and 100 have extra spaces before 'provisional_key' and 'if', making them appear to have incorrect indentation compared to the surrounding code.\"\n  },\n  {\n    \"id\": \"github-feedback-comment-f3e69ca96ffc357f\",\n    \"kind\": \"review_comment\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/3#discussion_r2643369123\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: review_comment\\nRepo: Rul1an/assay\\nAuthor: Copilot (Bot)\\nURL: https://github.com/Rul1an/assay/pull/3#discussion_r2643369123\\nTitle: \\nBody:\\nThe message ordering could be problematic. Tool result messages are added first (lines 205-207), then the assistant message is added afte\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-67764c02ce655ae0", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300350, "scanner": "foundry_dataset", "fingerprint": "74c24a38a73c919f8e3349f851c87ae947febbec4d3fdd521ad05058d68b5836", "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": "Rul1an/assay#2", "human_labels": ["agent_instruction_gap", "human_feedback_general", "runtime_failure", "test_ci_gap"], "issue_number": "2", "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": "Rul1an/assay", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-5ffd790a24a5707c", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#2\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: Rul1an/assay#2\nRepo: Rul1an/assay\nThread label: thread_has_human_issue_without_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 16\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 13, 'runtime_failure': 1, 'agent_instruction_gap': 1, 'test_ci_gap': 1}\nPolarities: {'neutral': 13, 'bad': 3}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-4291465f92176b7e\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/2#discussion_r2642929428\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: Rul1an/assay\\nAuthor: Copilot (Bot)\\nURL: https://github.com/Rul1an/assay/pull/2#discussion_r2642929428\\nTitle: \\nBody:\\nThere's unnecessary commented-out code and verbose explanatory comments that reduce code readability. Lines 110-117 contain a 'pass' statement with an 8-line comment explaining why _idx is not incremented. This explanation belongs in documentation or should be removed if the behavior is intentional and clear from the V2 spec.\\n```suggestion\\n\\n```\"\n  },\n  {\n    \"id\": \"github-feedback-comment-f516640f7aaa2bc0\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/2#discussion_r2642929443\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: Rul1an/assay\\nAuthor: Copilot (Bot)\\nURL: https://github.com/Rul1an/assay/pull/2#discussion_r2642929443\\nTitle: \\nBody:\\nIndentation is inconsistent. Line 204 has extra indentation (8 spaces instead of the expected 4 for the continuation of the if statement block). This should be aligned with the previous line at the same nesting level.\\n```suggestion\\n                break\\n```\"\n  },\n  {\n    \"id\": \"github-feedback-comment-b60514d2d552a882\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/2#discussion_r2642929454\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: Rul1an/assay\\nAuthor: Copilot (Bot)\\nURL: https://github.com/Rul1an/assay/pull/2#discussion_r2642929454\\nTitle: \\nBody:\\nThe comment \\\"Polish 1: Removed redundant try/except re-raise\\\" at line 70 should be removed as it's implementat\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-cc811befb1e8953a", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300349, "scanner": "foundry_dataset", "fingerprint": "1dc169b13596ab97b9fd4e51e7690f98377537c5c1ad1384c8fa53b3067b4319", "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": "Rul1an/assay#1717", "human_labels": ["data_schema_persistence", "docs_or_claims", "source_or_other", "test_ci_gap"], "issue_number": "1717", "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": "Rul1an/assay", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-895129ccedb90dcc", "helicopter_views": {"graphs": 2, "schemas": 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": 2, "source_or_other": 2}, "linked_commit_count": 7, "helicopter_view_count": 4, "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": 2, "verification_artifact_count": 2, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: Rul1an/assay\nThread: Rul1an/assay#1717\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: Rul1an/assay#1717\nRepo: Rul1an/assay\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 2\nLinked commit count: 7\nLinked CI commit count: 2\nLinked CI labels: {'ci_pending_or_incomplete': 2}\nChanged file count: 4\nLabels: {'test_ci_gap': 1, 'data_schema_persistence': 1}\nPolarities: {'bad': 2}\nChanged file labels: {'docs_or_claims': 2, 'source_or_other': 2}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-708cc6ea7e9bdb81\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1717\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1717\\nTitle: chore(release): prep v3.28.0 (supply-chain-conformance CLI emitter)\\nBody:\\n## Release prep: v3.28.0\\n\\nReversible release-prep only \u2014 **no tag, no publish** in this PR. It carries the `assay registry supply-chain-conformance` command (merged in #1715) into a tagged release.\\n\\n### Changes\\n- **Version:** workspace `3.27.0` \u2192 `3.28.0` (`Cargo.toml` + `Cargo.lock`). The lock diff is 20 assay-crate version lines only; no third-party dependency churn.\\n- **CHANGELOG:** `[Unreleased]` \u2192 `[3.28.0]`. The entry states only what the command does (emits `assay.supply_chain_conformance.v0` from a local descriptor, offline), with an explicit non-claim list; `none`/`unsupported` provenance in v1, `dsse`/`sigstore_bundle` deferred (rejected with a clear error).\\n- **README:** short usage snippet for the carrier emitter; documents that the example descriptor ships in the source distribution and repository test fixtures, and that binary release archives bundle only the `assay` binary, README, and LICENSE.\\n\\n### Out of scope (intentionally)\\n- No ch\"\n  },\n  {\n    \"id\": \"github-pr-review-submission-6d197452938a0e0d\",\n    \"kind\": \"pr_review_submission\",\n    \"label\": \"data_schema_persistence\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1717#pullrequestreview-4519644004\",\n    \"text\": \"GitHub PR review submission: data_schema_persistence\\nPolarity: bad\\nReview state: COMMENTED\\nRepo: Rul1an/assay\\nPull request: #1717 chore(release): prep v3.28.0 (supply-chain-conformance CLI emitter)\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/Rul1an/assay/pull/1717#pullrequestreview-4519644004\\nBody:\\n\\n\\n> [!CAUTION]\\n> Some comments are outside the diff and can\u2019t be p\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-b77c67fe6e528779", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300348, "scanner": "foundry_dataset", "fingerprint": "1ae128e95a85f57313c7670c5830d5fbdacdc702506f1af730c1d076d673ad58", "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": "Rul1an/assay#1716", "human_labels": ["docs_or_claims", "human_feedback_general"], "issue_number": "1716", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.742, "repo_full_name": "Rul1an/assay", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-3040e839d23b02b4", "helicopter_views": {"graphs": 2, "schemas": 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": {"docs_or_claims": 2}, "linked_commit_count": 1, "helicopter_view_count": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1716\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: Rul1an/assay#1716\nRepo: Rul1an/assay\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: 2\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {'docs_or_claims': 2}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-130bb2a04081d387\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1716\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: github-actions[bot] (Bot)\\nURL: https://github.com/Rul1an/assay/pull/1716\\nTitle: docs: auto-update diagrams and crate info\\nBody:\\n## Automated Documentation Update\\n\\nThis PR was automatically generated after a merge to main.\\n\\n### Changes\\n- Updated crate dependency diagram\\n- Updated module structure map\\n- Updated version info in code-map.md\\n- Added changelog entries for recent PRs\\n\\n---\\n*Generated by [docs-auto-update.yml](.github/workflows/docs-auto-update.yml)*\"\n  }\n]\nChanged files:\n[\n  {\n    \"id\": 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16\nEdges: 24\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"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_schemas_helicopter_view\": 2, \"repo_has_source_artifac\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-6d3bc86777824ee7", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300347, "scanner": "foundry_dataset", "fingerprint": "bc08dccba8d609c9aa379e491b39e943e783a160c1e141f9532b9fcece070c5d", "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": "Rul1an/assay#1715", "human_labels": ["agent_instruction_gap", "docs_or_claims", "source_or_other", "test_ci_gap", "test_or_ci", "ui_or_frontend"], "issue_number": "1715", "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": "Rul1an/assay", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-bac6a2b7479818a3", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"ci": 2, "docs": 6}, "source_chain_kind": "issue_chain", "changed_file_count": 10, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"test_or_ci": 1, "docs_or_claims": 1, "ui_or_frontend": 6, "source_or_other": 2}, "linked_commit_count": 6, "helicopter_view_count": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1715\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: Rul1an/assay#1715\nRepo: Rul1an/assay\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 2\nLinked commit count: 6\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 10\nLabels: {'test_ci_gap': 1, 'agent_instruction_gap': 1}\nPolarities: {'bad': 2}\nChanged file labels: {'docs_or_claims': 1, 'source_or_other': 2, 'ui_or_frontend': 6, 'test_or_ci': 1}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-38d2fe80767d82d9\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1715\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1715\\nTitle: feat(registry): assay registry supply-chain-conformance carrier emitter\\nBody:\\n## What\\n\\nAdds `assay registry supply-chain-conformance` \u2014 a minimal CLI that emits the\\n`assay.supply_chain_conformance.v0` carrier by running the existing\\n`assay_registry::supply_chain::verify_supply_chain` producer **offline** over a local input descriptor.\\nA thin CLI boundary around an existing producer (the carrier landed in 3.27.0); it introduces **no new\\nverifier, trust, or policy semantics** \u2014 it only exposes the producer for reproducible, released-binary\\ncarrier emission.\\n\\n## Claim boundary\\n\\nPerforms **offline checks over caller-supplied inputs and reports carrier status**. It does **not**\\nassert supply-chain safety, policy approval, compliance, Sigstore trust, Rekor inclusion, issuer\\nidentity, or artifact runtime integrity (same non-claims in `--help`).\\n\\n## Input descriptor (`assay.supply_chain_conformance.input.v0`)\\n\\nA small, versioned CLI input descriptor mapped 1:1 onto `VerifyInput` (the library input types are\\nSerialize-only, so a CL\"\n  },\n  {\n    \"id\": \"github-pr-review-submission-8d7185f822c8a343\",\n    \"kind\": \"pr_review_submission\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1715#pullrequestreview-4518796657\",\n    \"text\": \"GitHub PR review submission: agent_instruction_gap\\nPolarity: bad\\nReview state: COMMENTED\\nRepo: Rul1an/assay\\nPull request: #1715 feat(registry): assay registry supply-chain-conformance carrier emitter\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/Rul1an/assay/pull/1715#pullrequestreview-4518796657\\nBody:\\n**Actionable comments po\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-f877fa98dd412b8f", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300346, "scanner": "foundry_dataset", "fingerprint": "9b05183f3e2e351f2a844f15b9d257aabe6d58a07e6a75c500596405f6266e39", "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": "Rul1an/assay#1714", "human_labels": ["docs_or_claims", "human_feedback_general", "security_auth_secret", "test_ci_gap"], "issue_number": "1714", "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": "Rul1an/assay", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-67630fed9ec13406", "helicopter_views": {"graphs": 2, "schemas": 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": 6}, "linked_commit_count": 11, "helicopter_view_count": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1714\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: Rul1an/assay#1714\nRepo: Rul1an/assay\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 5\nLinked commit count: 11\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 6\nLabels: {'test_ci_gap': 2, 'human_feedback_general': 2, 'security_auth_secret': 1}\nPolarities: {'bad': 3, 'neutral': 2}\nChanged file labels: {'docs_or_claims': 6}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-b0f6b22035c1caa7\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1714\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1714\\nTitle: docs(experiments): add evidenceRef recomputation vectors\\nBody:\\nAdds experimental vectors and a small independent recomputation consumer for `evidenceRef`-style references.\\n\\nThis is documentation/experiment material only:\\n- not a stable Assay API\\n- not product support\\n- not trust verification\\n- not issuer verification\\n- not effect grounding\\n\\nIt resolves a referenced body, recomputes the digest under the declared canonicalization profile, checks the declared schema, and renders one fail-closed verdict. Clean is reached only by recomputation; the producer envelope is not the verdict authority. A reference runner plus a separate independent reproducer that shares no import with it (AST-checked); machine-readable vectors reproducible from the bytes alone. 17 vectors, two canonicalization profiles (RFC 8785 JCS and RFC 8949 deterministic CBOR), 21 tests.\\n\\n### Run\\n```\\ncd docs/experiments/evidenceref-recompute-consumer-2026-06\\npython3 evidenceref_consumer.py emit   > vectors.json\\npython3 evidenceref_consumer.py verify vectors.json\"\n  },\n  {\n    \"id\": \"github-pr-review-submission-6240c8f1b23c38e5\",\n    \"kind\": \"pr_review_submission\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1714#pullrequestreview-4518688300\",\n    \"text\": \"GitHub PR review submission: human_feedback_general\\nPolarity: neutral\\nReview state: COMMENTED\\nRepo: Rul1an/assay\\nPull request: #1714 docs(experiments): add evidenceRef recomputation vectors\\nAuthor: github-advanced-security[bot] (Bot)\\nURL: https://github.com/Rul1an/assay/pull/1714#pullrequestreview-4518688300\\nBody:\\n\"\n  },\n  {\n    \"id\": \"github-pr-review\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-59b9710a1b64c717", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300345, "scanner": "foundry_dataset", "fingerprint": "0540f1ce83c0372f35c13bc99240cdb0fcb8d88bcf2b2b33bd3117d9fd9a5b1e", "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": "Rul1an/assay#1709", "human_labels": ["security_auth_secret", "test_or_ci", "ui_or_frontend"], "issue_number": "1709", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "Rul1an/assay", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-63826b1b3b628055", "helicopter_views": {"graphs": 2, "schemas": 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, "ui_or_frontend": 1}, "linked_commit_count": 5, "helicopter_view_count": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1709\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: Rul1an/assay#1709\nRepo: Rul1an/assay\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: 2\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'ui_or_frontend': 1, 'test_or_ci': 1}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-2fa3c5ecf45e628a\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1709\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1709\\nTitle: feat(registry): MCP04a-3.1b accept P-384/SHA-384 Fulcio CA signatures\\nBody:\\n## What\\n\\nThe offline Sigstore cert-chain primitive (a-3.1) was tested only against synthetic ECDSA P-256 chains and pinned `SUPPORTED_SIG_ALGS` to `ECDSA_P256_SHA256` alone. Real Fulcio chains sign the CA tier (intermediate \u2192 root) with **ECDSA NIST P-384 / SHA-384** \u2014 the Fulcio certificate spec requires \\\"ECDSA NIST P-384 or stronger, or RSA-4096\\\" for CAs \u2014 so the verifier silently rejected genuine Fulcio bytes.\\n\\nThis adds `webpki::ring::ECDSA_P384_SHA384` to the supported set (already shipped by `rustls-webpki` \u2014 **no new dependency, no new crypto stack**) and corrects the misleading algorithm comment. The leaf key stays ECDSA P-256; this only widens which chain-signature algorithms validate.\\n\\n## Why a separate PR\\n\\nThis touches the security surface of certificate-chain path validation, so it is deliberately isolated from carrier composition. It is a prerequisite for MCP04a-3.4, where the carrier composes the real Sigstore path and needs \"\n  }\n]\nChanged files:\n[\n  {\n    \"id\": \"github-pr-file-file-8ddfcba42d69fc82\",\n    \"filename\": \"crates/assay-registry/src/sigstore_offline.rs\",\n    \"label\": \"ui_or_frontend\",\n    \"status\": \"modified\",\n    \"additions\": 41,\n    \"deletions\": 8,\n    \"changes\": 49,\n    \"blob_url\": \"https://github.com/Rul1an/assay/blob/afebe6b6edca06b94091333a38818544086558a9/crates%2Fassay-registry%2Fsrc%2Fsigstore_offline.rs\"\n  },\n  {\n    \"id\": \"github-pr-file-file-e2ae33efbdbb923b\",\n    \"filename\": \"crates/assay-registry/tests/fulcio_chain.rs\",\n    \"label\": \"test_or_ci\",\n    \"status\": \"added\",\n    \"additions\": 127,\n    \"deletions\": 0,\n    \"changes\": 127,\n    \"blob_url\": \"https://github.com/Rul1an/assay/blob/afebe6b6\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-82a313713fbf1b98", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300344, "scanner": "foundry_dataset", "fingerprint": "f84ac08f7ef495be233aa9b2fd8436922854510d2b288940d32d289e77576633", "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": "Rul1an/assay#1708", "human_labels": ["runtime_failure", "test_ci_gap", "test_or_ci"], "issue_number": "1708", "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": "Rul1an/assay", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-c5bb46bccce9525f", "helicopter_views": {"graphs": 2, "schemas": 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": 10, "helicopter_view_count": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1708\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: Rul1an/assay#1708\nRepo: Rul1an/assay\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: 1\nLabels: {'test_ci_gap': 1, 'runtime_failure': 1}\nPolarities: {'bad': 2}\nChanged file labels: {'test_or_ci': 1}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-5e19c268c25c0574\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1708\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1708\\nTitle: fix(ci): tolerate transient GitHub connection resets in lane check\\nBody:\\nThe Assay-Runner lane check died on a transient network blip during run [27614769244](https://github.com/Rul1an/assay/actions/runs/27614769244) (on PR #1706 head `dc59fbbf`): a `RemoteDisconnected` \u2014 \\\"Remote end closed connection without response\\\" \u2014 bubbled straight out of the `/issues/<n>/comments` pagination and took the whole job down to exit 1.\\n\\nThe trap is that `http.client.RemoteDisconnected` is a `ConnectionResetError`, which sits *beside* `urllib.error.URLError` under `OSError` rather than beneath it, so every `except (URLError, TimeoutError)` we had quietly let it through.\\n\\nFix is two layers. The shared request helper now retries connection-level errors (`RemoteDisconnected`, `URLError`, `ConnectionError`, socket timeouts) on GETs using the bounded backoff that's already there, so a one-off blip on any call \u2014 PR fetch, files, run list, comments \u2014 just recovers. And because PR comments are only supplementary gate-evidence, when the comments li\"\n  },\n  {\n    \"id\": \"github-pr-review-submission-e7cbeda43951745b\",\n    \"kind\": \"pr_review_submission\",\n    \"label\": \"runtime_failure\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1708#pullrequestreview-4507407790\",\n    \"text\": \"GitHub PR review submission: runtime_failure\\nPolarity: bad\\nReview state: COMMENTED\\nRepo: Rul1an/assay\\nPull request: #1708 fix(ci): tolerate transient GitHub connection resets in lane check\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/Rul1an/assay/pull/1708#pullrequestreview-4507407790\\nBody:\\n\\n\\n<details>\\n<summary>\ud83e\uddf9 Nitpick comments (1)</summary><blockquote>\\n\\n<details>\\n<summary>scripts/ci/assay_runner_lane_check.py (1)</summary><blockquo\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-b2d3bb59c2f164db", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300343, "scanner": "foundry_dataset", "fingerprint": "b56c803d7cd127f2d8e8ad16e74d18da2adc15b77e15912fa0f6ca071d38ed3a", "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": "Rul1an/assay#1707", "human_labels": ["agent_instruction_gap", "api_integration_gap", "source_or_other", "test_or_ci", "ui_or_frontend"], "issue_number": "1707", "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": "Rul1an/assay", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-23d53d555cd5bea9", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"ci": 2, "docs": 6}, "source_chain_kind": "issue_chain", "changed_file_count": 20, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"test_or_ci": 17, "ui_or_frontend": 2, "source_or_other": 1}, "linked_commit_count": 13, "helicopter_view_count": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1707\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: Rul1an/assay#1707\nRepo: Rul1an/assay\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 3\nLinked commit count: 13\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 20\nLabels: {'api_integration_gap': 2, 'agent_instruction_gap': 1}\nPolarities: {'bad': 3}\nChanged file labels: {'source_or_other': 1, 'ui_or_frontend': 2, 'test_or_ci': 17}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-6974ddaf2f1de94b\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1707\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1707\\nTitle: feat(registry): MCP04a-3.3c offline Rekor v2 inclusion verifier\\nBody:\\n## MCP04a-3.3c \u2014 offline Rekor v2 inclusion verifier\\n\\nFinal verifier slice of the offline Sigstore stack (a-3.1 chain \u2192 a-3.2a identity \u2192 a-3.2b signature+digest \u2192 a-3.3a DSSE/PAE \u2192 a-3.3b bundle composition \u2192 **a-3.3c Rekor inclusion**). Verifies offline that a bundle's Rekor **v2** entry (`hashedrekord` v0.0.2) is included in a **signed checkpoint** under caller-pinned Rekor verifier material.\\n\\n### What it does (`rekor::verify_rekor_v2_inclusion_offline(bundle, trusted_root, requirement)`)\\n\\nStrict precedence:\\n\\n| step | outcome on failure |\\n|---|---|\\n| shape: only Rekor v2 `hashedrekord/0.0.2` | `UnsupportedFormat` (v1 / other) |\\n| pinned material: Ed25519 tlog key from trusted root | `TrustRootUnavailable` |\\n| missing proof | `OnlineRequired` (Required) / `NotPresent` (Optional) |\\n| checkpoint C2SP signed-note: \u22651 sig verifies under a pinned Ed25519 key | `Failed` |\\n| **D-ROOT**: signed checkpoint root/treeSize is authoritative; `inclusionProof\"\n  },\n  {\n    \"id\": \"github-pr-review-submission-ea61057be64dcabd\",\n    \"kind\": \"pr_review_submission\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1707#pullrequestreview-4507288619\",\n    \"text\": \"GitHub PR review submission: agent_instruction_gap\\nPolarity: bad\\nReview state: COMMENTED\\nRepo: Rul1an/assay\\nPull request: #1707 feat(registry): MCP04a-3.3c offline Rekor v2 inclusion verifier\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/Rul1an/assay/pull/1707#pullrequestreview-4507288619\\nBody:\\n**Actionable comments posted: 4**\\n\\n<details>\\n<summary>\ud83e\udd16 Prompt fo\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-409c440037228dce", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300342, "scanner": "foundry_dataset", "fingerprint": "ae81e7399ff153c0c53d206d6e42f7ab3064027827b929d460703d5d4798a304", "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": "Rul1an/assay#1705", "human_labels": ["test_ci_gap", "ui_or_frontend"], "issue_number": "1705", "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": "Rul1an/assay", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-16eb77da51291e4a", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"ci": 2, "docs": 6}, "source_chain_kind": "issue_chain", "changed_file_count": 3, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"ui_or_frontend": 3}, "linked_commit_count": 5, "helicopter_view_count": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1705\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: Rul1an/assay#1705\nRepo: Rul1an/assay\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: 3\nLabels: {'test_ci_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'ui_or_frontend': 3}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-8f17110af00ed98a\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1705\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1705\\nTitle: feat(registry): MCP04a-3.3a offline DSSE envelope / PAE primitive\\nBody:\\n## MCP04a-3.3a \u2014 offline DSSE envelope / PAE primitive\\n\\nFirst of the a-3.3 split (a-3.3a DSSE/PAE \u00b7 a-3.3b Sigstore bundle composition \u00b7 a-3.3c Rekor offline inclusion). Adds the DSSE verification primitive over an in-toto Statement, fully offline.\\n\\n### Why a-3.2b was not enough\\n\\nDSSE's security property is that the signature covers a **Pre-Authentication Encoding (PAE)** of `payloadType` + `payload`, not the raw payload bytes \u2014 the anti-confusion layer that a-3.2b's raw-ECDSA-over-bytes primitive deliberately does not model. This slice constructs the PAE and verifies over it, so a signature over the raw payload, or over a different `payloadType`, is rejected.\\n\\n> **The invariant:** DSSE PAE is load-bearing; raw ECDSA-over-bytes is not DSSE verification. The test `signature_over_raw_payload_not_pae_fails` proves it \u2014 a raw-payload signature *fails* DSSE verification *while that same signature still verifies as a raw-bytes signature*. `payload_type_bound\"\n  }\n]\nChanged files:\n[\n  {\n    \"id\": \"github-pr-file-file-41e68c3e7b3f738c\",\n    \"filename\": \"crates/assay-registry/src/dsse.rs\",\n    \"label\": \"ui_or_frontend\",\n    \"status\": \"added\",\n    \"additions\": 389,\n    \"deletions\": 0,\n    \"changes\": 389,\n    \"blob_url\": \"https://github.com/Rul1an/assay/blob/24be2a1d764e08d2686833c4b82a32c78451e425/crates%2Fassay-registry%2Fsrc%2Fdsse.rs\"\n  },\n  {\n    \"id\": \"github-pr-file-file-a29661d3354b74f2\",\n    \"filename\": \"crates/assay-registry/src/lib.rs\",\n    \"label\": \"ui_or_frontend\",\n    \"status\": \"modified\",\n    \"additions\": 1,\n    \"deletions\": 0,\n    \"changes\": 1,\n    \"blob_url\": \"https://github.com/Rul1an/assay/blob/24be2a1d764e08d2686833c4b82a32c78451e425/crates%2Fassay-registry%2Fsrc%2Fl\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-e680c875d314a3ec", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300341, "scanner": "foundry_dataset", "fingerprint": "3a6a726a5811559691ab2ccfff37ef95ab942ccb5a20b716fbe57250e74ee257", "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": "Rul1an/assay#1704", "human_labels": ["api_integration_gap", "source_or_other", "ui_or_frontend", "ui_workflow_gap"], "issue_number": "1704", "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": "Rul1an/assay", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-30316f4286fd8bbf", "helicopter_views": {"graphs": 2, "schemas": 2}, "artifact_families": {"ci": 2, "docs": 6}, "source_chain_kind": "issue_chain", "changed_file_count": 5, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"ui_or_frontend": 3, "source_or_other": 2}, "linked_commit_count": 10, "helicopter_view_count": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1704\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: Rul1an/assay#1704\nRepo: Rul1an/assay\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: 5\nLabels: {'api_integration_gap': 1, 'ui_workflow_gap': 1}\nPolarities: {'bad': 2}\nChanged file labels: {'source_or_other': 2, 'ui_or_frontend': 3}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-72093f3a54cf531f\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1704\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1704\\nTitle: feat(registry): MCP04a-3.2b raw ECDSA + in-toto subject-digest sub-primitives\\nBody:\\n## MCP04a-3.2b \u2014 raw ECDSA + in-toto subject-digest sub-primitives\\n\\n> This slice verifies raw ECDSA-over-bytes and in-toto subject digest binding as sub-primitives. It does not verify DSSE envelopes, Sigstore bundles, Rekor inclusion, or PEP740/npm provenance.\\n\\nDSSE deliberately signs a Pre-Authentication Encoding over `payloadType` + `payload` \u2014 the anti-confusion layer a raw-bytes check does not model. Composing these sub-primitives into DSSE / Sigstore / Rekor semantics is **a-3.3**, not here. The names and docs are chosen to make that boundary impossible to misread.\\n\\n### What it adds (`sigstore_signature`)\\n\\n- `verify_leaf_ecdsa_signature_over_bytes(leaf, message, sig)` \u2014 verify a **DER-encoded** ECDSA/P-256 signature under the leaf SPKI. `message` is verified verbatim (**no DSSE PAE**). Two failure axes kept distinct: non-P256 key or non-DER/malformed signature *encoding* \u2192 `UnsupportedFormat`; well-formed-but-cryptographically-\"\n  },\n  {\n    \"id\": \"github-pr-review-submission-6098c5be8fa434dc\",\n    \"kind\": \"pr_review_submission\",\n    \"label\": \"ui_workflow_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1704#pullrequestreview-4505425584\",\n    \"text\": \"GitHub PR review submission: ui_workflow_gap\\nPolarity: bad\\nReview state: COMMENTED\\nRepo: Rul1an/assay\\nPull request: #1704 feat(registry): MCP04a-3.2b raw ECDSA + in-toto subject-digest sub-primitives\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/Rul1an/assay/pull/1704#pullrequestreview-4505425584\\nBody:\\n**Actionable comments posted: 1**\\n\\n<details>\\n<summary>\ud83e\uddf9 Nitpick comments (2)</summary><blockqu\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-28a77540fb6dee2c", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300340, "scanner": "foundry_dataset", "fingerprint": "77f8dda297a168cee795f8c517231e4289799e49f46b0cb3343c99785325c928", "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": "Rul1an/assay#1702", "human_labels": ["agent_instruction_gap", "api_integration_gap", "source_or_other", "ui_or_frontend"], "issue_number": "1702", "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": "Rul1an/assay", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-1f3fd0afa325e50a", "helicopter_views": {"graphs": 2, "schemas": 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": {"ui_or_frontend": 2, "source_or_other": 2}, "linked_commit_count": 7, "helicopter_view_count": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1702\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: Rul1an/assay#1702\nRepo: Rul1an/assay\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 2\nLinked commit count: 7\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 4\nLabels: {'api_integration_gap': 1, 'agent_instruction_gap': 1}\nPolarities: {'bad': 2}\nChanged file labels: {'source_or_other': 2, 'ui_or_frontend': 2}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-6de8960a28fb09de\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1702\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1702\\nTitle: feat(registry): MCP04a-3.1 offline Sigstore cert-chain primitive\\nBody:\\n## MCP04a-3.1 \u2014 offline Sigstore cert-chain primitive\\n\\nFirst crypto slice of the supply-chain conformance work. Adds a small,\\nself-contained offline X.509 path-validation primitive for Fulcio-style\\ncode-signing leaf certificates and maps the outcome onto the existing\\n`supply_chain::CheckStatus` vocabulary.\\n\\n### What it does\\n\\n`sigstore_offline::verify_cert_chain_offline(leaf, intermediates, pinned_roots, now)`:\\n\\n- delegates path validation to `rustls-webpki` (we never hand-roll it)\\n- pins the algorithm set to ECDSA P-256 / SHA-256 and requires the\\n  code-signing EKU \u2014 only what Sigstore actually uses, not an open set\\n- translates the result into the carrier status:\\n\\n  | situation | status |\\n  |---|---|\\n  | no pinned roots | `TrustRootUnavailable` (no silent pass) |\\n  | expired / not-yet-valid | `Failed` |\\n  | chain invalid / unrelated CA | `Failed` |\\n  | leaf lacks code-signing EKU | `Failed` (`required code-signing EKU absent`) |\\n  | chain valid\"\n  },\n  {\n    \"id\": \"github-pr-review-submission-0529329d4c21ebfc\",\n    \"kind\": \"pr_review_submission\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1702#pullrequestreview-4504714553\",\n    \"text\": \"GitHub PR review submission: agent_instruction_gap\\nPolarity: bad\\nReview state: COMMENTED\\nRepo: Rul1an/assay\\nPull request: #1702 feat(registry): MCP04a-3.1 offline Sigstore cert-chain primitive\\nAuthor: coderabbitai[bot] (Bot)\\nURL: https://github.com/Rul1an/assay/pull/1702#pullrequestreview-4504714553\\nBody:\\n\\n\\n<details>\\n<summary>\ud83e\uddf9 Nitpick comments (1)</summary><blockquote>\\n\\n<detail\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-98b9aa70eeadc985", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300339, "scanner": "foundry_dataset", "fingerprint": "8771d520e1433a6229242e8eeeb64abd29a381da67ff8c77467642af1ec5cf54", "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": "Rul1an/assay#1701", "human_labels": ["build_install_failure", "ui_or_frontend"], "issue_number": "1701", "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": "Rul1an/assay", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-2720e83aa7e6acf2", "helicopter_views": {"graphs": 2, "schemas": 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": {"ui_or_frontend": 2}, "linked_commit_count": 5, "helicopter_view_count": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1701\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: Rul1an/assay#1701\nRepo: Rul1an/assay\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: 2\nLabels: {'build_install_failure': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'ui_or_frontend': 2}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-68ede940ff71ea2a\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"build_install_failure\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1701\",\n    \"text\": \"GitHub feedback: build_install_failure\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1701\\nTitle: feat(registry): MCP04a-1 supply-chain conformance carrier (dep-free)\\nBody:\\n## What\\n\\nFirst slice of the MCP04 (Supply Chain & Dependency Tampering) Partial \u2192 Strong arc: a coverage-honest **`assay.supply_chain_conformance.v0`** carrier that verifies the supply-chain evidence *present* on an MCP pack/server, built on the registry's existing DSSE / digest / trust-store foundation. **Zero new dependencies** (Ed25519-only path; no `Cargo.toml` change).\\n\\n## Checks (grouped integrity / provenance / pinning)\\n\\n- **integrity** \u2014 artifact digest; provenance subject-digest binding (provenance subject must equal the artifact digest).\\n- **provenance** \u2014 pinned-key in-toto/SLSA-over-DSSE: DSSE signature against the pinned trust root, SLSA predicate, builder identity, and **declared-vs-verified SLSA level**.\\n- **pinning** \u2014 version pinned, digest pinned, lockfile-digest matches artifact, no floating source ref, no tag-only container ref.\\n\\n## Coverage honesty\\n\\nExpanded status model so the consumer never guesses: `verified | faile\"\n  }\n]\nChanged files:\n[\n  {\n    \"id\": \"github-pr-file-file-ab64f4331a2e4c1c\",\n    \"filename\": \"crates/assay-registry/src/lib.rs\",\n    \"label\": \"ui_or_frontend\",\n    \"status\": \"modified\",\n    \"additions\": 1,\n    \"deletions\": 0,\n    \"changes\": 1,\n    \"blob_url\": \"https://github.com/Rul1an/assay/blob/a00ba91fd3572127a352362ea8d7b229110f8182/crates%2Fassay-registry%2Fsrc%2Flib.rs\"\n  },\n  {\n    \"id\": \"github-pr-file-file-1d07a6bb0eb8bb94\",\n    \"filename\": \"crates/assay-registry/src/supply_chain.rs\",\n    \"label\": \"ui_or_frontend\",\n    \"status\": \"added\",\n    \"additions\": 942,\n    \"deletions\": 0,\n    \"changes\": 942,\n    \"blob_url\": \"https://github.com/Rul1an/assay/blob/a00ba91fd3572127a352362ea8d7b229110f8182/crates%2Fassay-registry%2Fsrc%2Fsu\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-8fa89e6ed84dddfd", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300338, "scanner": "foundry_dataset", "fingerprint": "7d6308d704bfbe2da329ce3e655b4b34a000798fc05deecf2f3154ac3ffafaaf", "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": "Rul1an/assay#1700", "human_labels": ["security_auth_secret"], "issue_number": "1700", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "Rul1an/assay", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-860ac5dc15ed4139", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1700\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: Rul1an/assay#1700\nRepo: Rul1an/assay\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 2\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-a4ec888031e1f7e9\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1700\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1700\\nTitle: docs(security): MCP01 Partial \u2192 Strong (scoped) in OWASP MCP mapping\\nBody:\\n## What\\n\\nWidens the MCP01 (Token Mismanagement & Secret Exposure) row in the OWASP MCP Top 10 mapping from **Partial** to **Strong (scoped)**, with a bounded note \u2014 mirroring the MCP09 treatment.\\n\\n## Why it's earned now\\n\\nThe render-safety arc is wired and conformance-verified end to end:\\n\\n- **Render-safety primitive + conformance** ([#1691](https://github.com/Rul1an/assay/pull/1691)) \u2014 `control-strip \u2192 redact \u2192 bound \u2192 sink-encode`, redaction before bounding so a secret cannot survive as a truncated prefix.\\n- **Assay CLI sinks wired** ([#1693](https://github.com/Rul1an/assay/pull/1693)) \u2014 console, run.json, SARIF, JUnit route untrusted result `message` / `details.*` through the pipeline.\\n- **On-disk run.json file writer** ([#1694](https://github.com/Rul1an/assay/pull/1694)) \u2014 closed the gap where the run.json *file* bypassed the renderer the stdout path used.\\n- **Proxy credential boundary** ([#1692](https://github.com/Rul1an/assay/pull/1692\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-b37c9a3fdd38be23\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Rul1an/assay\nGraph label: source_backed_multi_signal_graph\nNodes: 16\nEdges: 24\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"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_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtif\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-52b73e54700a9ab3", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300337, "scanner": "foundry_dataset", "fingerprint": "655c27769710e862382f4165fcf4f962e7b9c935d0001ceaf7988da7e7569a41", "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": "Rul1an/assay#1699", "human_labels": ["positive_human_signal", "security_auth_secret", "source_or_other"], "issue_number": "1699", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.742, "repo_full_name": "Rul1an/assay", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-72213c03e215083a", "helicopter_views": {"graphs": 2, "schemas": 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": {"source_or_other": 1}, "linked_commit_count": 6, "helicopter_view_count": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1699\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: Rul1an/assay#1699\nRepo: Rul1an/assay\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 2\nLinked commit count: 6\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 1\nLabels: {'security_auth_secret': 1, 'positive_human_signal': 1}\nPolarities: {'bad': 1, 'good': 1}\nChanged file labels: {'source_or_other': 1}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-1a5697e5914427ef\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1699\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: dependabot[bot] (Bot)\\nURL: https://github.com/Rul1an/assay/pull/1699\\nTitle: chore(deps): bump regex from 1.12.3 to 1.12.4\\nBody:\\nBumps [regex](https://github.com/rust-lang/regex) from 1.12.3 to 1.12.4.\\n<details>\\n<summary>Changelog</summary>\\n<p><em>Sourced from <a href=\\\"https://github.com/rust-lang/regex/blob/master/CHANGELOG.md\\\">regex's changelog</a>.</em></p>\\n<blockquote>\\n<h1>1.12.4 (2025-06-09)</h1>\\n<p>This release includes a performance optimization for compilation of regexes\\nwith very large character classes.</p>\\n<p>Improvements:</p>\\n<ul>\\n<li><a href=\\\"https://redirect.github.com/rust-lang/regex/pull/1308\\\">#1308</a>:\\nAvoid re-canonicalizing the entire interval set when pushing new class ranges.</li>\\n</ul>\\n</blockquote>\\n</details>\\n<details>\\n<summary>Commits</summary>\\n<ul>\\n<li><a href=\\\"https://github.com/rust-lang/regex/commit/7b96fdc9d5fe6a0cb4efe30e6689b050493fc1e1\\\"><code>7b96fdc</code></a> 1.12.4</li>\\n<li><a href=\\\"https://github.com/rust-lang/regex/commit/7b89cf0534aa58ab8a4a6672e14a59b53f08eb2c\\\"><code>7b89cf0</code></a> deps: update to regex-syntax 0.8.11</li>\\n<li><a href=\\\"htt\"\n  },\n  {\n    \"id\": \"github-pr-review-submission-efdc2027e71a221f\",\n    \"kind\": \"pr_review_submission\",\n    \"label\": \"positive_human_signal\",\n    \"polarity\": \"good\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1699#pullrequestreview-4504147152\",\n    \"text\": \"GitHub PR review submission: positive_human_signal\\nPolarity: good\\nReview state: APPROVED\\nRepo: Rul1an/assay\\nPull request: #1699 chore(deps): bump regex from 1.12.3 to 1.12.4\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1699#pullrequestreview-4504147152\\nBody:\\nReviewed lockfile-only semver patch dependency update; 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we're the rats.&quot; \u2013 <a href=\\\"https://www.youtube.com/watch?v=OXQwx1EolD8\\\">Rat Movie</a></em></p>\\n</blockquote>\\n<p>We are excited to announce the new version of <code>ratatui</code> - a Rust library that's all about cooking up TUIs \ud83d\udc68\u200d\ud83c\udf73\ud83d\udc00</p>\\n<p>\u2728 <strong>Release highlights</strong>: <a href=\\\"https://ratatui.rs/highlights/v0301/\\\">https://ratatui.rs/highlights/v0301/</a></p>\\n<p>\u26a0\ufe0f List of breaking changes can be found <a href=\\\"https://github.com/ratatui/ratatui/blob/main/BREAKING-CHANGES.md\\\">here</a>.</p>\\n<h3>Features</h3>\\n<ul>\\n<li>\\n<p><a href=\\\"https://github.com/ratatui/ratatui/commit/74d6a846e1fab811fcdbcc09b09648cdca05c174\\\">74d6a84</a> <em>(block)</em> Suppo\"\n  },\n  {\n    \"id\": \"github-pr-review-submission-e443c8e3b8b69ace\",\n    \"kind\": \"pr_review_submission\",\n    \"label\": \"positive_human_signal\",\n    \"polarity\": \"good\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1696#pullrequestreview-4504147146\",\n    \"text\": \"GitHub PR review submission: positive_human_signal\\nPolarity: good\\nReview state: APPROVED\\nRepo: Rul1an/assay\\nPull request: #1696 chore(deps): bump ratatui from 0.30.0 to 0.30.1\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1696#pullrequestreview-4504147146\\nBody:\\nReviewed lockfile-only semver patch dependency update; 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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": "Rul1an/assay#1694", "human_labels": ["test_ci_gap"], "issue_number": "1694", "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": "Rul1an/assay", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-b035b34c4848d74c", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1694\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: Rul1an/assay#1694\nRepo: Rul1an/assay\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-a1cb117ba401c596\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1694\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1694\\nTitle: fix(render-safety): route on-disk run.json through render_safety (MCP01a-5 completion)\\nBody:\\n## What\\n\\nThe MCP01a-5 wiring ([#1693](https://github.com/Rul1an/assay/pull/1693)) routed `assay-core::report::json::render_json` \u2014 the `--format json` **stdout** renderer \u2014 through the render-safety pipeline. But the on-disk **`run.json` file** is written by a different function, `write_extended_run_json` in assay-cli, which serialized the raw `RunArtifacts` directly and so bypassed redaction.\\n\\nBoth `assay run` and `assay ci` write the file via that function, so the shipped `run.json` leaked raw result `message` / `details.*` content (secrets, PII) even though the stdout path was safe.\\n\\n## Fix\\n\\nRoute the assembled run.json document through the same `render_details_safe(Sink::Json, \u2026, usize::MAX)` walk as the stdout renderer, just before writing. 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This keeps the carrier deterministic \u2014 no\\nhost-dependent process rows \u2014 which is what reproducible inventory review and CI need. Absence is\\nstill never claimed for `not_scanned`; only a `complete` scan could.\\n\\nTests pin both coverage branches (default \u2192 `partial`, flag \u2192 `not_scanned`), and neither supports an\\nabsence claim. Doc updated.\\n\\n\ud83e\udd16 Generated with [Claude Code](https://claude.com/claude-code)\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n* **New Features**\\n  * Added `--no-process-scan` flag to limit inventory discovery to configuration files only, skipping running-process scanning.\\n\\n* **Documentation**\\n  * Updated documentation with CLI examples and ex\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-a9db6cf732a09d0b\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Rul1an/assay\nGraph label: source_backed_multi_signal_graph\nNodes: 16\nEdges: 24\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"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_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact f\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-deea99605cf38918", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300331, "scanner": "foundry_dataset", "fingerprint": "f41e5c2bddd79d843adfb50e37bf4cae39cf1cf7b281c5693bd2014d558b6bb7", "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": "Rul1an/assay#1687", "human_labels": ["test_ci_gap"], "issue_number": "1687", "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": "Rul1an/assay", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-26fef25bf3191927", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "source_artifact_count": 8, "classification_reasons": ["source_graph_has_real_artifacts", 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1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-934e340628d5cfe6\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1687\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1687\\nTitle: docs(security): plan OWASP MCP priority evidence wave\\nBody:\\n## Summary\\n- tighten the OWASP MCP Top 10 coverage language so MCP08 is Strong within Assay-wrapped/scanned scope, not broadly Complete\\n- define the priority path for MCP01/MCP04/MCP09: MCP09 inventory first, MCP01 sink/credential safety second, MCP04 admission/provenance third\\n- add an implementation plan for the M1-M6 experiment wave, with M1 (`assay.mcp_server_inventory.v0`) as the first build target\\n- add the first executable M1 corpus: `assay.mcp_server_inventory.v0` contract doc, nine shadow-server fixture cases, and a Rust integration test proving incomplete coverage never reads clean\\n\\n## Verification\\n- `cargo test -p assay-mcp-server --test mcp_inventory`\\n- `cargo fmt --check`\\n- `cargo clippy -p assay-mcp-server --test mcp_inventory -- -D warnings`\\n- `git diff --check`\\n- stale MCP08 Complete wording scan\\n- pre-commit hooks on both commits\\n- pre-push hooks on push\\n\\n## Sources\\n- OWASP MCP Top 10\\n- OWASP MCP01 / MCP09 pages\\n- Microsoft OWASP MCP Top 10 Securi\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-dad48008c9effbb3\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Rul1an/assay\nGraph label: source_backed_multi_signal_graph\nNodes: 16\nEdges: 24\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"repo\": 1, \"source_artifact\": 8, \"source_bundle\": 1}\nEdge types: 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"message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300330, "scanner": "foundry_dataset", "fingerprint": "c666b0779b0029faac982f7c5c17823208cd4415cced7ed7c67dc654a9512c6e", "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": "Rul1an/assay#1685", "human_labels": ["test_ci_gap"], "issue_number": "1685", "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": "Rul1an/assay", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-6a7116840626b051", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1685\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: Rul1an/assay#1685\nRepo: Rul1an/assay\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-4a4547fd920cb4d2\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1685\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1685\\nTitle: docs(release): point the release-notes action example at @v3\\nBody:\\nThe release-notes template (`release.yml`) advertised `Rul1an/assay-action@v2` with `policy` / `traces` / `min-coverage` inputs that do not exist on the action. This updates it to `@v3` (the current \\\"AI Agent Security\\\" action) with a minimal, valid invocation (`bundles` + `fail_on`). `@v2` remains available for anyone on the legacy \\\"Evidence Artifacts\\\" action.\\n\\nCosmetic, release-notes only.\\n\\n\ud83e\udd16 Generated with [Claude Code](https://claude.com/claude-code)\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n\\n## Summary by CodeRabbit\\n\\n* **Chores**\\n  * Updated GitHub Actions workflow configuration for release automation.\\n\\n<!-- end of auto-generated comment: release notes by coderabbit.ai -->\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-52b1ddff6b1d70e5\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Rul1an/assay\nGraph label: source_backed_multi_signal_graph\nNodes: 16\nEdges: 24\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"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_schemas_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, \"schemas\": 2}\nBundle labels: {\"source_backed_fake_real_verification_bundle\": 1}\nCo-occurrence labels: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-38c27ebecda45541", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300329, "scanner": "foundry_dataset", "fingerprint": "3e36a7a04dced2e213e176d2d07c15d2a06752dd82f4e4ca8235787a71c9d9a5", "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": "Rul1an/assay#1682", "human_labels": ["test_ci_gap"], "issue_number": "1682", "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": "Rul1an/assay", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-3633365d05899361", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1682\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: Rul1an/assay#1682\nRepo: Rul1an/assay\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-f32d1cd97094989a\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1682\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1682\\nTitle: feat(mcp-server): C2-4b enforcement-sarif CLI + PR-gate template\\nBody:\\n## What\\n\\nC2-4b: makes the C2-4a SARIF projection usable as a PR gate.\\n\\n- **`assay-mcp-server enforcement-sarif --input <ndjson> --output <sarif>`** \u2014 a thin CLI wrapper around `enforcement_decisions_to_sarif`. Tolerant NDJSON (skips blank/unparseable lines); stdin/stdout or files.\\n- **`examples/privileged-action-gate/sarif.sh`** \u2014 runs the scenarios and writes `enforcement.sarif` (3 results, one per denied privileged action), offline. shellcheck-clean.\\n- **`pr-gate.example.yml`** \u2014 a copy-paste workflow template (not active in this repo): run your agent under the enforcing proxy \u2192 project decisions to SARIF \u2192 upload to the Security tab \u2192 fail the PR on a deny. The PR is **red** when a privileged action is not declared/scoped/approved, **green** when every action passes. Conformance stays out of the gate (separate evidence).\\n- **README** \u2014 a \\\"Wire it into a PR gate\\\" section with the failing/green framing.\\n\\n## Verification\\n\\n`cargo fmt --check`, `cargo cli\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-178e695598f1f829\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Rul1an/assay\nGraph label: source_backed_multi_signal_graph\nNodes: 16\nEdges: 24\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"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_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-3c5f17ff99e0aab7", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300328, "scanner": "foundry_dataset", "fingerprint": "835fedb89306f87a769cc751b9201b717533c79d69de4e63a5b5c539b6357ce8", "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": "Rul1an/assay#1680", "human_labels": ["test_ci_gap"], "issue_number": "1680", "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": "Rul1an/assay", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-55d3abf4a26cae0c", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1680\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: Rul1an/assay#1680\nRepo: Rul1an/assay\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-bd39fe0615ab4d86\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1680\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1680\\nTitle: docs(demo): C2-3 VHS tape + README hero + demo smoke\\nBody:\\nStacks on #1679 (C2-1). Base is the C2-1 branch; it retargets to `main` once #1679 merges.\\n\\n## What\\n\\nC2-3 from the [C2 plan](docs/superpowers/plans/2026-06-14-c2-privileged-action-pr-gate-demo.md): the privileged-action-gate example becomes the README `See It Work` hero.\\n\\n- `examples/privileged-action-gate/demo.tape` \u2014 the deterministic VHS source.\\n- `examples/privileged-action-gate/demo.gif` \u2014 rendered locally from that tape (108 KB, 1180\u00d7640).\\n- README `See It Work` now leads with the privileged-action demo (GIF + one command + the five exact reason codes); the filesystem `wrap` demo moves below as *a simpler first example*.\\n- `.github/workflows/demo-smoke.yml` \u2014 smoke-tests the **demo itself**: build `assay-mcp-server` and run `verify.sh`, asserting the verdicts + reason codes still match `expected-output.txt`. So the hero can never silently drift from the producer.\\n\\n## On the render (addressing the earlier review)\\n\\nThe tape is the checked-in source; the GIF is \"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-36ab3f0d342461de\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Rul1an/assay\nGraph label: source_backed_multi_signal_graph\nNodes: 16\nEdges: 24\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"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_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-415ff2c79ce83594", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300327, "scanner": "foundry_dataset", "fingerprint": "d2cfdc829f10c0ef67cda32e00e5f8c39ace29c7b68982fa47e1c65b5549825e", "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": "Rul1an/assay#1677", "human_labels": ["test_ci_gap"], "issue_number": "1677", "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": "Rul1an/assay", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-792b71bc7b0870a5", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1677\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: Rul1an/assay#1677\nRepo: Rul1an/assay\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-f0cf87b0ce000bd7\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1677\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1677\\nTitle: ci(release): publish server.json to the MCP registry via GitHub OIDC\\nBody:\\n## What\\n\\n`release.yml` renders `release/server.json` and attaches it as a release asset, but never publishes it to the official MCP registry. As a result the registry entry for `io.github.Rul1an/assay-mcp-server` lags the current release (the last manual publish was `3.9.2`, while `main` is `3.25.0`).\\n\\nThis adds a small standalone workflow that publishes the rendered `server.json` to `registry.modelcontextprotocol.io` using **GitHub OIDC** \u2014 no stored secret; OIDC proves the `io.github.<owner>` namespace belongs to this repository owner.\\n\\n- **Auto-publish** on `release: published` (every future release keeps the registry current).\\n- **On-demand refresh** via `workflow_dispatch` with a `version` input (e.g. `v3.25.0`), to bring the entry up to an existing release without cutting a new one.\\n\\nKept separate from the release build pipeline on purpose: it does not touch the matrix build or the `gh release create` step, only consumes the already-published \"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-1595db6e271ff478\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Rul1an/assay\nGraph label: source_backed_multi_signal_graph\nNodes: 16\nEdges: 24\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"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_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-262ba25536593310", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300326, "scanner": "foundry_dataset", "fingerprint": "c213398f3f4b91b261b07c68db0c500b6205baa47518bc5100fb6c2b65eecadb", "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": "Rul1an/assay#1676", "human_labels": ["data_schema_persistence"], "issue_number": "1676", "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": "Rul1an/assay", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-4f4b2d389aec1bd1", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1676\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: Rul1an/assay#1676\nRepo: Rul1an/assay\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-7ece9dde784df43a\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"data_schema_persistence\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1676\",\n    \"text\": \"GitHub feedback: data_schema_persistence\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1676\\nTitle: docs(launch): rewrite launch copy bounded and claim-safe\\nBody:\\n## What\\n\\n`docs/launch/SOCIAL.md` carried compliance/market claims and overclaims that contradict Assay's bounded-claims discipline and would not survive the technical audiences the posts target (Show HN, r/rust, r/netsec, dev.to). Examples removed: \\\"EU AI Act ready\\\", \\\"Proves compliance\\\", \\\"compatible with the upcoming EU AI Act requirements\\\", \\\"Cryptographic proof of what your agent did\\\", \\\"No hallucinated tool calls allowed\\\", \\\"Record once. Replay forever.\\\", and unqualified \\\"eBPF enforcement\\\".\\n\\n## Change\\n\\nEvery channel rewritten to be bounded and substance-first:\\n- kernel egress enforcement scoped to IPv4/TCP `connect` on Linux (eBPF/LSM, Landlock), with the explicit no-UDP/QUIC/CIDR boundary;\\n- \\\"evidence\\\" not \\\"proof\\\"; an allow is the decision to forward, not delivery;\\n- explicit non-claims kept in (not a detector, not a trust score, no compliance claim);\\n- no compliance-pack name-drop in the copy at all (it invites the exact framing we avoid);\\n- a top\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-c26a6f69de060c39\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Rul1an/assay\nGraph label: source_backed_multi_signal_graph\nNodes: 16\nEdges: 24\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"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_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_coo\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-10d96c9f0de72e8f", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300325, "scanner": "foundry_dataset", "fingerprint": "7fb49980047ee79c78b8cab1c8f559b2d05d82a6aa9022b104130faaf70490bf", "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": "Rul1an/assay#1673", "human_labels": ["agent_instruction_gap"], "issue_number": "1673", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "Rul1an/assay", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-3708b327c4ea0265", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1673\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: Rul1an/assay#1673\nRepo: Rul1an/assay\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-2fbefe7faa1db784\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1673\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1673\\nTitle: release: assay 3.25.0\\nBody:\\n## What\\n\\nRelease prep for **3.25.0**: workspace version bump (`Cargo.toml` + `Cargo.lock`, workspace crates only) and CHANGELOG finalize. **No tag is pushed by this PR** \u2014 the release tag `v3.25.0` (which triggers the binaries + crates.io + PyPI publish via `release.yml`) is pushed separately on an explicit go.\\n\\n### Highlights since 3.24.0\\n- **Pre-call manifest-establish** for the enforcing proxy (P61e Increment 2): when a `tools/call` would be denied solely on the manifest-availability gap, the proxy runs one bounded, proxy-originated re-list against a single total deadline and re-decides on the effective observation. It never relaxes a gate. The journey is emitted as a separate `assay.manifest_establish.v0` carrier under `--manifest-establish-out` (with `--manifest-establish-budget-ms`), never the verdict.\\n- **`assay.tool_annotation_conformance.v0`** \u2014 the server's untrusted declared tool annotations vs Assay's observed call classification, emitted per `tools/call` under `--tool-conf\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-21d64dfe8e3d89c4\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Rul1an/assay\nGraph label: source_backed_multi_signal_graph\nNodes: 16\nEdges: 24\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"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_schemas_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/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-831269619332c3ec", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300324, "scanner": "foundry_dataset", "fingerprint": "4563886340bccd5238f757811c36f12e8234897c21a0ba174e90986ad9240c61", "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": "Rul1an/assay#1671", "human_labels": ["agent_instruction_gap"], "issue_number": "1671", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "Rul1an/assay", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-f482c182ca2cc756", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1671\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: Rul1an/assay#1671\nRepo: Rul1an/assay\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-11cf478f44aee344\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1671\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1671\\nTitle: feat(mcp-server): observation_basis + verb-sync for tool conformance (5b-2 contract)\\nBody:\\n## What\\n\\nFirst half of Increment 5b. Before the relay emission slice wires the carrier into `tools/call`, the contract gains `observation_basis` so an incompletely observed manifest stays honest. Follows the [5b plan](docs/superpowers/plans/2026-06-13-tool-annotation-conformance-increment5b.md) merged in [#1670](https://github.com/Rul1an/assay/pull/1670).\\n\\n- `build_tool_annotation_conformance_record` takes an `ObservationBasis`. `Complete` runs the 5a logic with the real `tool_digest`; `Incomplete` (no complete manifest, an ambiguous one, or the tool absent) forces `inconclusive` with null declared hints and digest, while still recording the classifier's observed behaviour. Behaviour classification is manifest-independent, so without this an unobserved manifest would read as a false `undeclared` rather than the honest \\\"we did not observe the annotations\\\".\\n- The producer fixture is regenerated with `observation_basis`. Both \"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-6358570842150715\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Rul1an/assay\nGraph label: source_backed_multi_signal_graph\nNodes: 16\nEdges: 24\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"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_schemas_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/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-1a36774612503dce", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300323, "scanner": "foundry_dataset", "fingerprint": "6747b70154b656f6894ffde16c0c882475faa03735cf87735f2f2fd2406770e9", "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": "Rul1an/assay#1669", "human_labels": ["test_ci_gap"], "issue_number": "1669", "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": "Rul1an/assay", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-ab4ee1881bacb482", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1669\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: Rul1an/assay#1669\nRepo: Rul1an/assay\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-eb4eff254e260e61\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1669\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1669\\nTitle: test(monitor): pin monitor-output line shapes via format_monitor_event\\nBody:\\n## What\\n\\nThe `assay monitor --print` line formats are scraped by an out-of-tree consumer (Plimsoll's capture surface, which turns them into a capability surface). Those formats only lived inside `log_monitor_event`'s `println!` arms with no test, so a change to a shape could not be caught on the producer side. This is the producer half of the parse-contract follow-up from the Plimsoll ReDoS review; the consumer half pins the parser in [plimsoll#55](https://github.com/Rul1an/plimsoll/pull/55).\\n\\nThe formatting moves into a pure, platform-independent `format_monitor_event(event_type, pid, data) -> Option<String>`. `log_monitor_event` becomes the thin Linux stdout wrapper and prints exactly as before. The formatter and its byte helpers are gated `cfg(any(target_os = \\\"linux\\\", test))` so they compile where they are actually used, the Linux capture path and any-platform unit tests, without turning into dead code in a non-Linux release build. The test mod\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-b9fcb2c50fc72f6d\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Rul1an/assay\nGraph label: source_backed_multi_signal_graph\nNodes: 16\nEdges: 24\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"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_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\"\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-8ba712dc849870c3", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300322, "scanner": "foundry_dataset", "fingerprint": "412a8e8fe50357eb1d9b8a1815bc26714b1363a56839f88f21ea2a0f10d1f05c", "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": "Rul1an/assay#1663", "human_labels": ["api_integration_gap"], "issue_number": "1663", "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": "Rul1an/assay", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-62de6f7f07884fa2", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1663\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: Rul1an/assay#1663\nRepo: Rul1an/assay\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-1b740e55ae2d386e\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1663\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1663\\nTitle: feat(mcp-server): establish runner (P61e, Increment 2 slice 2a)\\nBody:\\nPer review, slice 2 is split again so the protocol-origination runner is **proven before it's wired to the allow-path**. This PR is the **runner only** \u2014 `allow(dead_code)`, no `tools/call` wiring, no carrier emission, no flag. Behavior-preserving (single-file, +223, the live relay is untouched).\\n\\n## `run_establish`\\nDrives a proxy-originated, possibly paginated `tools/list` against the upstream child to establish a current complete observation. Built to the design rules from review:\\n\\n- **ONE total deadline across all pages** \u2014 each await uses the remaining time to a single `deadline`, never a fresh per-page budget, so a many-page upstream can't inflate to `N * timeout`.\\n- **register-before-write**; the `PendingEstablish` guard stays alive until after the await and reclaims the registry entry on every outcome (incl. the write-fail early return).\\n- **each synthetic page gets its own reserved id**, registered with the `Observer` (cursor/no-cursor) *\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-6f8e40df4cf20098\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Rul1an/assay\nGraph label: source_backed_multi_signal_graph\nNodes: 16\nEdges: 24\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"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_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifac\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-6ac1faacc58235a2", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300321, "scanner": "foundry_dataset", "fingerprint": "ea31ef4dd90dcd30ebff6c213abe58c389ef30610553213cf8da2677bd2a8d8e", "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": "Rul1an/assay#1662", "human_labels": ["human_feedback_general"], "issue_number": "1662", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "Rul1an/assay", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-f2520a80e5b52888", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1662\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: Rul1an/assay#1662\nRepo: Rul1an/assay\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-bcea94f5aedea862\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1662\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1662\\nTitle: docs(plan): fix immediate_deny/establish_attempted coupling in Increment 3 plan\\nBody:\\nPre-emptive fixes to the Increment 3 plan (`docs/superpowers/plans/2026-06-13-manifest-establish-increment3.md`) from reviewing it against the now-pinned establish carrier semantics. Plan-doc only; still gated on Increment 2 slice 2.\\n\\n## [P1] `immediate_deny` \u21cf `establish_attempted: false`\\n`immediate_deny` is reachable with **`establish_attempted: true`** \u2014 when a re-list was attempted but failed (`EstablishFailed`: timeout / partial / transport error / unusable-ambiguous observation, per `#1659`). The plan pinned `immediate_deny \u21d2 false` in both the contract fixture and the classifier's `_MANIFEST_ESTABLISH_ATTEMPTED` table + equality check, so a legitimate failed-establish record would classify `inconsistent` \u2192 spurious findings and **false gating** when `expect=True`.\\n\\nFix:\\n- Classifier: only the three deterministic paths pin `attempted` (`no_establish_needed=false`, `established_then_{allowed,denied}=true`); `immediate_\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-2ea5c37b5d4c5a24\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Rul1an/assay\nGraph label: source_backed_multi_signal_graph\nNodes: 16\nEdges: 24\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"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_schemas_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/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-a2f41a554a2391b3", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300320, "scanner": "foundry_dataset", "fingerprint": "3b9d42342f58e08f05bad5edefac410ceeeeea3f80f4246e8354fb1bbe5b6032", "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": "Rul1an/assay#1661", "human_labels": ["api_integration_gap"], "issue_number": "1661", "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": "Rul1an/assay", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-506394b87e42aa83", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1661\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: Rul1an/assay#1661\nRepo: Rul1an/assay\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-c77f20bda91c899e\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1661\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1661\\nTitle: feat(mcp-server): establish request-routing scaffold (P61e, Increment 2 slice 1)\\nBody:\\nFirst of the two Increment 2 slices (per review: split the dangerous relay plumbing small). This is the **request-routing scaffold** \u2014 behavior-preserving, no proxy-originated re-list yet.\\n\\n## Why this shape (review [P1])\\nThe proxy runs exactly one task that owns the upstream child's stdout. Draining that stream from the `tools/call` path would create a second consumer and race/lose frames. So instead: keep the single reader, add a pending-request registry, and have the reader **divert** matching establish responses to an internal channel while **suppressing** them from the client stream.\\n\\n## What's in\\n- `relay_routing`: reserved id namespace (`assay-establish-`), pending registry (std-mutex map of `oneshot` senders), pure `route_upstream()` decision, `await_establish()` per-operation timeout helper.\\n- **Single-reader suppression** wired into the upstream reader: a *pending* reserved-id response is routed to the registry and supp\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-6f905c94bf6c121f\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Rul1an/assay\nGraph label: source_backed_multi_signal_graph\nNodes: 16\nEdges: 24\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"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_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifac\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-1363c89f4137f616", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300319, "scanner": "foundry_dataset", "fingerprint": "a39b202b511d8f9670290437f93e048b2d98622d89cb395b093ddb4013c4a5ed", "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": "Rul1an/assay#1660", "human_labels": ["test_ci_gap"], "issue_number": "1660", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.742, "repo_full_name": "Rul1an/assay", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-5ec97e2f6ac3706a", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1660\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: Rul1an/assay#1660\nRepo: Rul1an/assay\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-54e6f8072588b5c2\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1660\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1660\\nTitle: docs: plan manifest-establish increment 3\\nBody:\\nWorks out Increment 3 for the pre-call manifest-establish line as an implementation plan. Scope: after live establish lands, pin the Assay producer contract for assay.manifest_establish.v0, vendor and validate it in Plimsoll, add a descriptive/gateable Plimsoll review block, and keep the carrier separate from enforcement_decision.v0. No runtime code changes.\\n\\n<!-- This is an auto-generated comment: release notes by coderabbit.ai -->\\n## Summary by CodeRabbit\\n\\n* **Documentation**\\n  * Added Manifest Establish Increment 3 implementation plan covering contract fixtures, consumer-side classifier and tests, CLI and review-block wiring, fixture vending/workflow and provenance, vendor freshness checks, end-to-end verification and acceptance criteria, and a final self-review for spec coverage and consistency.\\n<!-- end of auto-generated comment: release notes by coderabbit.ai -->\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-724979a8d45f85e5\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Rul1an/assay\nGraph label: source_backed_multi_signal_graph\nNodes: 16\nEdges: 24\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"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_schemas_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, \"schemas\": 2}\nBundle labels: {\"source_backed_fake_real_veri\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-68f4df04b59c5e32", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300318, "scanner": "foundry_dataset", "fingerprint": "ab4f3d49c7a75d4d91f84ae56510d0cd2e20eac3404d4862326d77b6b2b67d5b", "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": "Rul1an/assay#1654", "human_labels": ["test_ci_gap"], "issue_number": "1654", "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": "Rul1an/assay", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-37623a84e76a0866", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1654\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: Rul1an/assay#1654\nRepo: Rul1an/assay\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-5ba4b055a727869f\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1654\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1654\\nTitle: test(mcp-server): PDP golden corpus over enforce.rs::decide\\nBody:\\nA deterministic truth table over the enforcing-proxy PDP (`enforce.rs::decide`), in-repo and CI-gated, covering every gate combination. This is the oracle issue #1649 asks for: the decision-path experiments validate against it, and it doubles as the shared producer+consumer contract so a consumer cannot drift from the producer.\\n\\n## What it covers\\n\\nEvery runtime decision row, each asserting the verdict and the emitted `assay.enforcement_decision.v0` record shape:\\n\\n- classification: `unclassified_tool_call`, `classification_incomplete`\\n- allowance: `no_declared_allowance` (plus a target-mismatch scenario, same precedence-pinned reason)\\n- credential: `credential_scope_unknown`, `credential_scope_insufficient`\\n- drift: `manifest_baseline_missing`, `manifest_current_observation_incomplete` (both the no-complete-observation and tool-absent shapes), `manifest_observation_ambiguous`, `manifest_drifted_since_approval`\\n- the single all-gates-pass `allow` row (decision\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-fcb7f70c3627809a\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Rul1an/assay\nGraph label: source_backed_multi_signal_graph\nNodes: 16\nEdges: 24\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"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_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-42b506ef13a10306", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300317, "scanner": "foundry_dataset", "fingerprint": "c40eb75f08b245c97fd93dca79111156093c6f12a5968e5240081360508c9e0d", "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": "Rul1an/assay#1653", "human_labels": ["test_ci_gap"], "issue_number": "1653", "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": "Rul1an/assay", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-c90e59104bf02c8d", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1653\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: Rul1an/assay#1653\nRepo: Rul1an/assay\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 3\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'test_ci_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-ba969aff1ed1095d\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1653\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1653\\nTitle: ci: add advisory claims-boundary guard\\nBody:\\n## Summary\\n- add a narrow, advisory claims-boundary guard for public prose\\n- add self-test coverage for positive overclaims and bounded/negated forms\\n- document the non-required guard and rule registry in CI-CONTRACT.md\\n\\n## Calibration\\n- current public corpus: `claims-boundary=passed`, `finding_count=0`\\n- rules are structural and public; no private vocabulary, HMAC, or secrets\\n\\n## Verification\\n- `python3 scripts/ci/check-claims-boundary.py --self-test`\\n- `python3 scripts/ci/check-claims-boundary.py`\\n- `python3 -m py_compile scripts/ci/check-claims-boundary.py`\\n- `uvx ruff check scripts/ci/check-claims-boundary.py`\\n- `actionlint .github/workflows/claims-boundary.yml`\\n- `uvx zizmor .github/workflows/claims-boundary.yml`\\n- `python3 scripts/ci/check-public-artifact-sanitization.py --self-test`\\n- `python3 scripts/ci/check-public-artifact-sanitization.py`\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-f6cecd192f12b83b\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Rul1an/assay\nGraph label: source_backed_multi_signal_graph\nNodes: 16\nEdges: 24\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"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_schemas_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, \"schemas\": 2}\nBundle labels: {\"source_backed_fake_real_verification_bund\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-1ced7361682e69b8", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300316, "scanner": "foundry_dataset", "fingerprint": "d3bf7ed1604c1dd2e60f7c2f361e76baa31386f502dcb0be34697fa70f85ed96", "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": "Rul1an/assay#1652", "human_labels": ["test_ci_gap"], "issue_number": "1652", "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": "Rul1an/assay", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-a029cf1685918647", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1652\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: Rul1an/assay#1652\nRepo: Rul1an/assay\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-250f35bebec7f047\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1652\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1652\\nTitle: ci(deps): triage RUSTSEC-2026-0176 (pyo3) as not reachable\\nBody:\\n## Why\\n\\nRUSTSEC-2026-0176 (pyo3, published 2026-06-11) started failing the **Dependency Security (cargo-deny + audit)** gate on every assay PR, including the unrelated symlink-hardening PR (#1650). The advisory: out-of-bounds reads in `BoundListIterator`/`BoundTupleIterator` `nth`/`nth_back` with large `n` (affected 0.24.0\u20130.28.x, patched 0.29.0). assay pins `pyo3 0.24.2`.\\n\\n## Reachability: nil\\n\\nThe vulnerable methods are never called here. `assay-python-sdk` iterates with `.iter().enumerate()`, never `.nth()` on a pyo3 list/tuple iterator; every `.nth()` elsewhere in the tree is on a Rust std iterator (string splits, env args), which the advisory doesn't touch. So the advisory **does not affect assay's usage today.**\\n\\n## What this does\\n\\nAdds a **documented** ignore to `deny.toml` and the `cargo audit --ignore` line \u2014 the same auditable pattern already used for RUSTSEC-2023-0071. This is a triage decision, not a bypass: the gate passes because the advisory is\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-cabd7ad6bed24787\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Rul1an/assay\nGraph label: source_backed_multi_signal_graph\nNodes: 16\nEdges: 24\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"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_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-6c0c2b90bf4516fc", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300315, "scanner": "foundry_dataset", "fingerprint": "7a0ffd8953e99cb6aba51667e7bc12f044ba5612fce07d33567e995a2fffe14a", "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": "Rul1an/assay#1650", "human_labels": ["test_ci_gap"], "issue_number": "1650", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.86, "repo_full_name": "Rul1an/assay", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-a0197cabaf3858df", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1650\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: Rul1an/assay#1650\nRepo: Rul1an/assay\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-e12b61dbf21202ba\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1650\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1650\\nTitle: ci: skip symlinks in public artifact sanitizer\\nBody:\\n## Summary\\n- skip symlinks in the public artifact sanitizer before reading file contents\\n- treat filesystem metadata errors as a non-scannable path\\n- add self-test coverage proving a symlink to marked content outside the repo is ignored\\n\\n## Verification\\n- `python3 <sanitizer> --self-test`\\n- `python3 -m py_compile <sanitizer>`\\n- `uvx ruff check <sanitizer>`\\n\\n## Notes\\nThis does not change sanitizer categories, matched-text handling, trusted HMAC behavior, or log output. It is defense-in-depth for the path handling reviewed in Slice 6.\\n\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-0f483912dc3bafab\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Rul1an/assay\nGraph label: source_backed_multi_signal_graph\nNodes: 16\nEdges: 24\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"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_schemas_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, \"schemas\": 2}\nBundle labels: {\"source_backed_fake_real_verification_bundle\": 1}\nCo-occurrence labels: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-0e543b2f68e3b3f4", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300314, "scanner": "foundry_dataset", "fingerprint": "e756482cccdadc1c98e2c14567e591e460688bdce7e01c4f13cbd84e0362c47c", "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": "Rul1an/assay#1649", "human_labels": ["test_ci_gap"], "issue_number": "1649", "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": "Rul1an/assay", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-df6d3f705ccbc24d", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1649\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: Rul1an/assay#1649\nRepo: Rul1an/assay\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-19346e51530a67ff\",\n    \"kind\": \"issue_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/issues/1649\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: issue_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/issues/1649\\nTitle: PDP golden corpus: deterministic truth table over enforce.rs::decide (oracle for P61e-c)\\nBody:\\nStep 0 / prerequisite of the decision-path enforcement wave (experiments epic Rul1an/assay-tunnel-experiments#36). This is **not an experiment** \u2014 it is a deterministic, in-repo **golden test** in `crates/assay-mcp-server` over the PDP, and it is the oracle the wave's E15/E17 (Rul1an/assay-tunnel-experiments#26, #27) validate against. Do this before any P61e-c allow-path forwarding.\\n\\n## Claim\\nOver a fixed corpus of privileged tool calls covering every gate combination, `enforce.rs::decide` returns the expected fail-closed decision and machine reason, with correct reason precedence, deterministically and **without forwarding**.\\n\\n**Non-claims:** not \\\"the proxy safely forwards privileged calls\\\"; not \\\"the upstream action was safe\\\"; not \\\"Assay replaces authorization.\\\"\\n\\n## Corpus (gate combinations)\\nRuntime decision rows: `unclassified_tool_call` \u00b7 `classification_incomplete` \u00b7 `no_declared_allowance` \u00b7 allowance target mismatch \u00b7 `credenti\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-6ba987bd9ed02a38\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Rul1an/assay\nGraph label: source_backed_multi_signal_graph\nNodes: 16\nEdges: 24\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"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_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-68840e028a986f94", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300313, "scanner": "foundry_dataset", "fingerprint": "85130aac89930eca7194d059350aa2b49e0671cb8aff7c8bfb14cccfb3e06464", "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": "Rul1an/assay#1648", "human_labels": ["test_ci_gap"], "issue_number": "1648", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.825, "repo_full_name": "Rul1an/assay", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-f97d96c28019f924", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1648\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: Rul1an/assay#1648\nRepo: Rul1an/assay\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-e0143e5cac5d6fd9\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1648\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1648\\nTitle: ci: add scheduled supply-chain posture\\nBody:\\n## Summary\\n- add scheduled/manual OpenSSF Scorecard advisory reporting\\n- add scheduled/manual OSV advisory reporting for non-Rust resolved dependency inputs\\n- document the advisory-only boundary, Scorecard token limitation, and RustSec ownership in CI-CONTRACT.md\\n\\n## Boundaries\\n- no pull_request or push trigger\\n- no ruleset or required-context mutation\\n- Rust advisory policy remains owned by cargo-deny/cargo-audit, not this OSV slice\\n\\n## Test Plan\\n- ruby YAML parse for .github/workflows/*.yml\\n- actionlint on the new workflows\\n- zizmor --min-confidence high on the new workflows\\n- git diff --check\\n- local pre-commit hooks during commit/push\\n\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-61546f5ed90c3c36\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Rul1an/assay\nGraph label: source_backed_multi_signal_graph\nNodes: 16\nEdges: 24\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"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_schemas_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, \"schemas\": 2}\nBundle labels: {\"source_backed_fake_real_verification_bundle\": 1}\nCo-occurrence labels: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-05aed779c2e2954f", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300312, "scanner": "foundry_dataset", "fingerprint": "ae80198ba62e75507c1ba8eff09184aaa3cea9a4982ff8e1407ab7cf57abb402", "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": "Rul1an/assay#1647", "human_labels": ["test_ci_gap"], "issue_number": "1647", "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": "Rul1an/assay", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-2531c2560579e7e2", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1647\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: Rul1an/assay#1647\nRepo: Rul1an/assay\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-79a3a84da80b5800\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1647\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1647\\nTitle: ci: use HMAC for trusted sanitizer digests\\nBody:\\n## Summary\\n- replace the trusted sanitizer's plain SHA-256 digest comparison with HMAC-SHA256\\n- use separate workflow secrets for the digest list and HMAC key\\n- keep the structural sanitizer fork-safe, with no-secret runs explicitly skipped and incomplete trusted config failing closed\\n\\n## Safety\\n- private terms, HMAC digests, and key material are never printed\\n- a leaked digest list alone is no longer dictionary-reversible without the HMAC key\\n- malformed digest input still fails closed with only a count\\n\\n## Validation\\n- python3 scripts/ci/check-public-artifact-sanitization.py --self-test\\n- python3 scripts/ci/check-public-artifact-sanitization.py\\n- python3 scripts/ci/check-public-artifact-sanitization.py --trusted-hmac-env PUBLIC_ARTIFACT_DENYLIST_HMAC_SHA256 --trusted-hmac-key-env PUBLIC_ARTIFACT_DENYLIST_HMAC_KEY\\n- incomplete trusted config fail-closed check\\n- malformed digest fail-closed check\\n- ruby YAML parse for .github/workflows/sanitize-public-artifacts.yml\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-ffb9b118d91bcbc8\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Rul1an/assay\nGraph label: source_backed_multi_signal_graph\nNodes: 16\nEdges: 24\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"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_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-d0b6db7eb2cdc360", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300311, "scanner": "foundry_dataset", "fingerprint": "56d548506a6836e579e373d7fbfc74f3b114ce968af5c0c51571453ab407c135", "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": "Rul1an/assay#1645", "human_labels": ["test_ci_gap"], "issue_number": "1645", "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": "Rul1an/assay", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-d4d814db001db708", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1645\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: Rul1an/assay#1645\nRepo: Rul1an/assay\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-06055bc4e64cb79a\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1645\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1645\\nTitle: ci: add trusted sanitizer hash layer\\nBody:\\n## Summary\\n- add an optional trusted hashed-list scan to the public artifact sanitizer\\n- keep the structural sanitizer as the fork-safe required path\\n- document that the trusted layer stays inside the sanitizer workflow, not a separate required context\\n\\n## Safety\\n- private vocabulary/hash source is not stored in the repo\\n- logs report only category and file:line locations\\n- missing secret degrades explicitly with trusted-private-list=skipped\\n\\n## Validation\\n- python3 scripts/ci/check-public-artifact-sanitization.py --self-test\\n- python3 scripts/ci/check-public-artifact-sanitization.py\\n- python3 scripts/ci/check-public-artifact-sanitization.py --trusted-hash-env PUBLIC_ARTIFACT_DENYLIST_SHA256\\n- ruby YAML parse for .github/workflows/sanitize-public-artifacts.yml\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-56e983f5ebbd1d38\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Rul1an/assay\nGraph label: source_backed_multi_signal_graph\nNodes: 16\nEdges: 24\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"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_schemas_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, \"schemas\": 2}\nBundle labels: {\"source_backed_fake_real_verification_bundle\": 1}\nCo-occurrence labels: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-debe78a84dc20ffb", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300310, "scanner": "foundry_dataset", "fingerprint": "5c0d3de0b24f3dddc9149742176346d32bc387bbdad3e6223b62f596d35fdf2b", "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": "Rul1an/assay#1644", "human_labels": ["security_auth_secret"], "issue_number": "1644", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "Rul1an/assay", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-2e4da3237bceb872", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1644\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: Rul1an/assay#1644\nRepo: Rul1an/assay\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-9b19a516ee16d295\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1644\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1644\\nTitle: docs(mcp): enforcement-decision correlation id (forward-looking spec, no code)\\nBody:\\n## What\\n\\nA small forward-looking review-spec (no code) for an optional per-call **correlation id** on the `assay.enforcement_decision.v0` record. It is the clean join-key that lets a downstream harness or consumer match a decision record to the call that produced it and to what an upstream observed \u2014 without depending on call order.\\n\\nNew doc: `docs/reference/enforcement-decision-correlation-id.md`, plus a forward-pointer from \u00a711 of the proxy-enforcement contract. Nothing shipped changes; today's consumers run on order+content correlation and stay valid.\\n\\n## The design decisions worth reviewing\\n\\n- **Caller-supplied, proxy-echoed, never proxy-minted.** The token rides on the request (MCP `_meta`), the proxy copies it verbatim into the record and onto the onward request. The proxy generates no entropy and no timestamp \u2014 so the record stays a deterministic function of its inputs, preserving the v0 \\\"deterministic, no timestamp\\\" invari\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-f6685001c642c2ff\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Rul1an/assay\nGraph label: source_backed_multi_signal_graph\nNodes: 16\nEdges: 24\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"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_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifa\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-451ef23297be3bc7", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300309, "scanner": "foundry_dataset", "fingerprint": "f9b0440834307218b841e772a1028e5584a6676176e58fca63db9fd6905f2dfd", "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": "Rul1an/assay#1641", "human_labels": ["test_ci_gap"], "issue_number": "1641", "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": "Rul1an/assay", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-78301f0865286555", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1641\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: Rul1an/assay#1641\nRepo: Rul1an/assay\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-ad6d7b7b3371b7f5\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1641\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1641\\nTitle: docs: capture required CI context names\\nBody:\\n## Summary\\n- capture exact required-context candidates from the merged CI baseline PR\\n- keep current live branch-protection contexts documented\\n- mark skipped/manual/advisory jobs as non-required\\n\\n## Review note\\nDocs-only review slice. This does not change workflows, rulesets, or branch protection. Please review before any activation slice.\\n\\n## Verification\\n- git diff --cached --check before commit\\n- pre-commit hooks on commit/push\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-8a345b0e19cbbc82\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Rul1an/assay\nGraph label: source_backed_multi_signal_graph\nNodes: 16\nEdges: 24\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"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_schemas_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, \"schemas\": 2}\nBundle labels: {\"source_backed_fake_real_verification_bundle\": 1}\nCo-occurrence labels: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-d0d0ec4c7c91da77", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300308, "scanner": "foundry_dataset", "fingerprint": "84372e1441a6b0d3260b2b5912a073813b7b4447634dc4c6ddbc98ce061c7cb5", "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": "Rul1an/assay#1637", "human_labels": ["test_ci_gap"], "issue_number": "1637", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.807, "repo_full_name": "Rul1an/assay", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-58f1a63050489df8", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1637\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: Rul1an/assay#1637\nRepo: Rul1an/assay\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-d7b46a42019cd578\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1637\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1637\\nTitle: docs: add assay CI contract\\nBody:\\n## Summary\\n\\nAdds a review-first `CI-CONTRACT.md` for `Rul1an/assay` before changing workflows.\\n\\nThe contract captures the current CI posture and sets rules for future hardening around:\\n\\n- required-check safety and path-filter behavior\\n- release/provenance and high-trust permissions\\n- runner/kernel/self-hosted boundaries\\n- public artifact sanitization\\n- claims and evidence-boundary wording\\n- scheduled OSV/Scorecard/CodeQL/ClusterFuzzLite candidates\\n- MCP proxy enforcement boundaries\\n\\n## Scope\\n\\nDocs only. No workflow behavior changes in this PR.\\n\\n## Validation\\n\\n- Local contract sanity check for required sections and forbidden public strategy terms\\n- pre-commit during commit and push:\\n  - merge conflict check\\n  - YAML/TOML skips where irrelevant\\n  - EOF/trailing whitespace\\n  - MCP registry local token hygiene\\n  - typos\\n  - workflow/actionlint and shellcheck skipped because no workflow files changed\\n  - cargo fmt\\n  - cargo deny/audit skipped where path filters did not apply\\n  - cargo clippy an\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-bf12631b7868f02d\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Rul1an/assay\nGraph label: source_backed_multi_signal_graph\nNodes: 16\nEdges: 24\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"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_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-0d773fe6abd9a5ce", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300307, "scanner": "foundry_dataset", "fingerprint": "a5d4b38427252b23b41c5e280280b943280747bc6033984429a988c5201c8218", "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": "Rul1an/assay#1634", "human_labels": ["security_auth_secret"], "issue_number": "1634", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "Rul1an/assay", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-56b997837cfbe8aa", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1634\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: Rul1an/assay#1634\nRepo: Rul1an/assay\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-c3a0bc9d8e0d098e\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1634\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1634\\nTitle: feat(mcp): enforcing-proxy credential-scope gate \u2014 deny-only (P61e-c2)\\nBody:\\nAdds the **credential-scope gate** to the enforcing-proxy PDP \u2014 the second gate of the gate-by-gate split (c1 caller-allowance \u2192 **c2 credential-scope** \u2192 c3 drift + first allow). It runs after the c1 allowance match and before `pdp_gate_unavailable`. Still **deny-only: no `tools/call` is forwarded before c3.**\\n\\n### What changed\\n- The policy gains an optional `upstream_credential: {alias, scopes}` block \u2014 the single credential the proxy holds for the session. The gate compares the action's `required_scope_for(category)` (P59) against the declared scopes through a deterministic lattice **shared with the E10 overbreadth experiment**, so the runtime gate and the measurement agree.\\n- Coverage \u2192 outcome: **covered** (exact / broader-non-admin / overbroad \u2014 overbroad still covers; it is a recommendation, never a block in v0) falls through; **recognized but non-covering** \u2192 `credential_scope_insufficient`; **absent credential / unrecognized scop\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-b52d7319c396a767\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Rul1an/assay\nGraph label: source_backed_multi_signal_graph\nNodes: 16\nEdges: 24\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"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_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact fa\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-1cea710c23785f29", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300306, "scanner": "foundry_dataset", "fingerprint": "e7d3f483ab7b906e67b4806e4550aa555dd8169f5208895cbf5553c4c8725e64", "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": "Rul1an/assay#1630", "human_labels": ["security_auth_secret"], "issue_number": "1630", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "Rul1an/assay", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-7fd7971c750a34be", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1630\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: Rul1an/assay#1630\nRepo: Rul1an/assay\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-164cf3d3b60a97c4\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1630\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1630\\nTitle: docs(mcp): refine enforcing-proxy spec per review (P61e-a)\\nBody:\\nFolds the review decisions into the P61e enforcing-`tools/call` proxy design (which merged pre-edit in #1629 as `mcp-proxy-enforcement.md`) and renames it to `docs/reference/mcp-upstream-proxy-enforcement.md`, consistent with the sibling `mcp-upstream-proxy-mode.md`; both cross-links updated. Still spec only, no code.\\n\\nThe review sentence kept up top: *P61e turns tool-call forwarding into an enforcing, fail-closed decision point. It does not make the proxy an authorization server, does not prove side effects, and does not allow observe-only privileged forwarding.*\\n\\nDecisions folded in:\\n\\n- **Mode shape:** a distinct `proxy enforce` subcommand alongside `proxy observe`, never a flag \u2014 a different risk class.\\n- **PDP runs on every `tools/call`**, not only privileged-classifiable: unclassified is not safe, so an unclassified or incomplete call is denied unless an explicit non-privileged allow rule matches.\\n- **Drift baseline = a declared approved manifes\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-d899ec5697055aef\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Rul1an/assay\nGraph label: source_backed_multi_signal_graph\nNodes: 16\nEdges: 24\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"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_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifac\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-8523aa4f603061c8", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300305, "scanner": "foundry_dataset", "fingerprint": "90b41832f10c9d12c30e0f7a0784f4b20765dd5f3a781e3dd226d4890ab0f647", "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": "Rul1an/assay#1629", "human_labels": ["security_auth_secret"], "issue_number": "1629", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "Rul1an/assay", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-0f723a6f6fc68b7c", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1629\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: Rul1an/assay#1629\nRepo: Rul1an/assay\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-0cfbe181d45e2785\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1629\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1629\\nTitle: docs(mcp): enforcing tools/call proxy design (P61e review-spec, no code)\\nBody:\\nThe P61e review-spec \u2014 the enforcing `tools/call` proxy, the heaviest risk class in the proxy line. It extends the shipped manifest-observation proxy (P61a\u2013d, v3.23.0) from observe-only to **enforcing**: forward a privileged `tools/call` only after a fail-closed policy decision. Spec only, no code \u2014 nothing lands until the binding decisions are agreed, because forwarding privileged calls with an upstream credential makes the proxy a confused deputy unless every dimension is locked first.\\n\\nOne-line scope: the manifest-observation proxy answers \\\"did this tool surface change?\\\"; the enforcing proxy answers \\\"should this specific privileged call be forwarded, right now, for this caller?\\\" \u2014 and defaults to no.\\n\\nIt works through, in full: the threat model (confused deputy, post-approval drift, excessive agency, credential exfiltration); a policy decision point **before** forwarding; per-caller authorization (ambient proxy authority is never cal\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-7120bb348691f888\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Rul1an/assay\nGraph label: source_backed_multi_signal_graph\nNodes: 16\nEdges: 24\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"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_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifac\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-8d07da425f5773f9", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300304, "scanner": "foundry_dataset", "fingerprint": "c654aac31b8109addc21741c7e6ca0c00140e390d508e8ead46eca76f4a6ed63", "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": "Rul1an/assay#1627", "human_labels": ["agent_instruction_gap"], "issue_number": "1627", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "Rul1an/assay", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-943eed0927b80835", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1627\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: Rul1an/assay#1627\nRepo: Rul1an/assay\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-6ce78bcb657dfa0d\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1627\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1627\\nTitle: docs(mcp): P60d-v2 spec cleanup (harden, soften, de-dup)\\nBody:\\nFollow-up to #1626 addressing review feedback on the P60d-v2 design \u2014 spec only.\\n\\n- **\\\"complete\\\" hardened:** `field_digests` is complete only when both the observed and declared tool entries contain all four fields (`description`, `input_schema`, `output_schema`, `annotations`); a missing key is never read as \\\"unchanged\\\"; partial is treated as unavailable for attribution.\\n- **consistency note softened to match the truth discipline:** the canonical `tool_digest` remains authoritative for whether the tool changed; `field_digests` is optional attribution metadata that can explain that change only when complete and consistent, and never overrides the canonical tool digest.\\n- **severity caveat:** added \\\"Severity is review prioritization, not maliciousness classification.\\\"\\n- **slicing de-duplicated:** the P60d-v2 PR slicing is now explicit per-slice bullets in the Field-level attribution section, and the duplicate `P60d-v2-a`/`P60d-v2-b` lines are removed f\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-b85cd1a54fb7ccbb\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Rul1an/assay\nGraph label: source_backed_multi_signal_graph\nNodes: 16\nEdges: 24\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"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_schemas_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/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-ee2a799d4eab4ca2", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300303, "scanner": "foundry_dataset", "fingerprint": "dcb69fe76340ad8377fff9383bb7a5b47937f5d22fd056dea6a349f3d247357a", "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": "Rul1an/assay#1626", "human_labels": ["agent_instruction_gap"], "issue_number": "1626", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "Rul1an/assay", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-501285df443e4e0a", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1626\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: Rul1an/assay#1626\nRepo: Rul1an/assay\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-c461d04c9b39ec18\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1626\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1626\\nTitle: docs(mcp): field-level attribution design (P60d-v2 spec, no code)\\nBody:\\nThe P60d-v2 design \u2014 field-level attribution, \\\"which field changed\\\" \u2014 as a clean section in the manifest-drift reference. Spec only, no code; P60d-v2-a (the producer change) is the next slice.\\n\\n**P60d-v2 explains which field's canonical bytes changed; it still does not explain how the field changed or whether the change is malicious.**\\n\\nThe crux: v1 needed no producer change because the artifact already carried one `tool_digest` per tool; attributing a *field* needs per-field granularity that isn't there today, so v2 adds optional `field_digests` \u2014 designed to be **purely additive within v0**:\\n\\n- `field_digests` is optional attribution metadata; it never changes `tool_digest`, `manifest_digest`, or coarse/granular v1 behavior (no `assay.mcp_manifest_observed.v1`). Existing P60a/b/c/d-v1 digests stay byte-identical.\\n- per-field canonicalization `assay.mcp_tool_field.v0` carries the projection id and field name inside the hashed preimage (domai\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-425f25dbce507505\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Rul1an/assay\nGraph label: source_backed_multi_signal_graph\nNodes: 16\nEdges: 24\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"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_schemas_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/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-29d76205cfa6e701", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300302, "scanner": "foundry_dataset", "fingerprint": "abd6e453c3d31eceaaa17ee9ded09a9da448a4158902c52bc084c51bee98f12e", "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": "Rul1an/assay#1622", "human_labels": ["agent_instruction_gap"], "issue_number": "1622", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "Rul1an/assay", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-51b217fc6bc8a8d4", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1622\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: Rul1an/assay#1622\nRepo: Rul1an/assay\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-c5425420de61326b\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1622\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1622\\nTitle: chore(release): assay v3.23.0\\nBody:\\nCuts v3.23.0 with the MCP upstream **manifest-observation proxy mode** package (P61b + P61c + P61d): the safe stdio forwarding skeleton, live `tools/list` manifest observation with `assay.mcp_manifest_observed.v0` emission and honest completeness, and the denied-method matrix hardening.\\n\\nAdds an explicit stdio MCP upstream manifest-observation proxy mode. The proxy forwards only the session handshake, `ping`, and the `tools/list` / `notifications/tools/list_changed` operations, emits `assay.mcp_manifest_observed.v0` with honest completeness, and rejects non-allowlisted methods such as `tools/call` without forwarding them upstream.\\n\\nNon-claims (carried in the release notes): does not support tool execution through the proxy; does not enforce `tools/call` policy; does not classify maliciousness; does not support HTTP upstreams; does not support multiple upstreams.\\n\\nBumps the workspace version to 3.23.0, refreshes `Cargo.lock`, and moves the CHANGELOG `[Unreleased]` entry under `[\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-401bc29ac8f4dc59\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Rul1an/assay\nGraph label: source_backed_multi_signal_graph\nNodes: 16\nEdges: 24\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"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_schemas_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/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-cd8b24b3cae49aae", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300301, "scanner": "foundry_dataset", "fingerprint": "ca5e4bf5553e362e6366a804dfd40581c032877a726729969ed73be88d9b987d", "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": "Rul1an/assay#1621", "human_labels": ["deployment_env_gap"], "issue_number": "1621", "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": "Rul1an/assay", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-9bfcea1691557a1a", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1621\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: Rul1an/assay#1621\nRepo: Rul1an/assay\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: {'deployment_env_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-df9f814598f3c2ae\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"deployment_env_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1621\",\n    \"text\": \"GitHub feedback: deployment_env_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1621\\nTitle: test(mcp): non-allowlisted method matrix hardening (P61d)\\nBody:\\nP61d hardens the negative boundary now that P61c made the proxy useful: **manifest-observation proxy mode is not a general MCP proxy.** It is hardening, not a new capability \u2014 the proxy already default-denies everything outside the exhaustive allowlist, and this makes that executable and documented.\\n\\n- a matrix test denies `tools/call`, `resources/read`, `resources/list`, `prompts/get`, `prompts/list`, `sampling/createMessage`, `completion/complete`, and an unknown custom method \u2014 each yields `proxy_unsupported` (`data.origin: \\\"assay-proxy\\\"`, `data.reason: \\\"method_not_allowlisted\\\"`) and **the upstream receives none of them**;\\n- a non-allowlisted client **notification** (no id) is dropped and never forwarded, while a following allowlisted `ping` still works \u2014 proving the stream stays intact;\\n- the spec doc gains the denied-method matrix table.\\n\\nNo PDP, no `proxy_denied`, no credential-scope, no Plimsoll. There is no production logic change (the default-d\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-55784ff1cd62163f\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Rul1an/assay\nGraph label: source_backed_multi_signal_graph\nNodes: 16\nEdges: 24\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"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_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtif\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-6d02f2a1b8881190", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300300, "scanner": "foundry_dataset", "fingerprint": "67a7d601758ab3f1ed8a5f4225a0cd28b5f2c3e085ae74b1caadd2c1e5bc7838", "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": "Rul1an/assay#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": 0.0, "repo_full_name": "Rul1an/assay", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-ac5e30b791c18a7a", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#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_unresolved\nChain evidence:\nIssue/PR evidence chain: Rul1an/assay#13\nRepo: Rul1an/assay\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-62b60026f11c8536\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/13#discussion_r2658896380\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: Rul1an/assay\\nAuthor: Copilot (Bot)\\nURL: https://github.com/Rul1an/assay/pull/13#discussion_r2658896380\\nTitle: \\nBody:\\nInconsistent indentation. The BaselineEntry struct initialization has an extra leading space compared to other similar constructions in this file (e.g., lines 68, 74, 377, 404).\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-8ea819e320ab404e\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Rul1an/assay\nGraph label: source_backed_multi_signal_graph\nNodes: 16\nEdges: 24\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"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_schemas_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, \"schemas\": 2}\nBundle labels: {\"source_backed_fake_real_verification_bundle\": 1}\nCo-occurrence labels: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-9cbd7c402fba1cec", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: Rul1an/assay"}, "properties": {"repobilityId": 300299, "scanner": "foundry_dataset", "fingerprint": "0771ab769751c3735a8f6b41a7120a25ea030a95760679a7acaf764f3f0b3385", "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": "Rul1an/assay#10", "human_labels": ["human_feedback_general"], "issue_number": "10", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "Rul1an/assay", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-f7967b515f9115dc", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#10\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: Rul1an/assay#10\nRepo: Rul1an/assay\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-c70cc73484dd8f41\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/10#discussion_r2649979433\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: Rul1an/assay\\nAuthor: Copilot (Bot)\\nURL: https://github.com/Rul1an/assay/pull/10#discussion_r2649979433\\nTitle: \\nBody:\\nThe `JsonFields` import is unused in this test file. While this change reorders the imports alphabetically, the `JsonFields` type is never referenced in the code. Consider removing this unused import.\\n```suggestion\\n\\n```\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-9230d5631caec6b8\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Rul1an/assay\nGraph label: source_backed_multi_signal_graph\nNodes: 16\nEdges: 24\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"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_schemas_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, \"schemas\": 2}\nBundle labels: {\"source_backed_fake_real_verification_bundle\": 1}\nCo-occurrence labels: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-assumption_checks-3ef7fba657036597", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336353, "scanner": "foundry_dataset", "fingerprint": "2aa0c241c65f832ef29c79a2c139478cefcc5e49191c0bfe2c3972c3348763cd", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "human_feedback_general": 3, "data_schema_persistence": 1, "unlinked_human_feedback": 3, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 5, "blueprint_human_gap_alignment": 2, "blueprint_human_gap_disagreement": 2, "human_reported_issue_no_linked_fix": 2, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"not_resolved_or_not_observed": 4, "ambiguous_needs_more_evidence": 10}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 47, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 5, "thread_has_comment": 5, "alignment_uses_comment": 4, "alignment_uses_finding": 4, "chain_has_link_quality": 11, "comment_aligns_finding": 4, "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": 31, "node_types": {"repo": 1, "thread": 1, "comment": 5, "alignment": 4, "fix_outcome": 1, "issue_chain": 1, "link_quality": 11, "comment_chain": 5, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#9", "issue_number": "9", "quality_tiers": {"unresolved": 7, "assumption_check": 4}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-af3fab38670604b9", "graph_gold_label": "assumption_check", "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: assumption_check\nRepo: Rul1an/assay\nThread: Rul1an/assay#9\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: Rul1an/assay\nThread: Rul1an/assay#9\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#9\nRepo: Rul1an/assay\nIssue/PR number: 9\nGraph consistency label: assumption_check\nNodes: 31\nEdges: 47\nNode types: {'link_quality': 11, 'comment': 5, 'comment_chain': 5, 'alignment': 4, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 11, 'thread_has_comment': 5, 'thread_has_comment_chain': 5, 'comment_has_chain': 5, 'issue_chain_has_comment_chain': 5, 'alignment_uses_comment': 4, 'alignment_uses_finding': 4, 'comment_aligns_finding': 4, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 5, 'human_feedback_general': 3, 'unlinked_human_feedback': 3, 'human_reported_issue_no_linked_fix': 2, 'not_resolved_or_not_observed': 2, 'thread_has_human_issue_without_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'blueprint_human_gap_disagreement': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'test_ci_gap': 1, 'partial blueprint fit': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 10, 'not_resolved_or_not_observed': 4}\nQuality tiers: {'unresolved': 7, 'assumption_check': 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/Rul1an/assay", "source_id": "graph-query-motif_query-d2c0db2e2219cd14", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336352, "scanner": "foundry_dataset", "fingerprint": "3d79873a93d7231d3f0e831307bf66b93f09a5deed7b6b92567a32e349b1519f", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 19, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 15, "node_types": {"repo": 1, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#82", "issue_number": "82", "quality_tiers": {"unresolved": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-68990974b658988a", "graph_gold_label": "assumption_check", "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: assumption_check\nRepo: Rul1an/assay\nThread: Rul1an/assay#82\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: Rul1an/assay\nThread: Rul1an/assay#82\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#82\nRepo: Rul1an/assay\nIssue/PR number: 82\nGraph consistency label: assumption_check\nNodes: 15\nEdges: 19\nNode types: {'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3, 'assumption_check': 2}\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/Rul1an/assay", "source_id": "graph-query-motif_query-cbb37e8347fa5468", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336351, "scanner": "foundry_dataset", "fingerprint": "33ca97255bab5e8542af51465a3914a8ae8b908a0f32e0eed30127f208ed15f8", "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, "api_integration_gap": 1, "partial blueprint fit": 1, "human_feedback_general": 4, "unlinked_human_feedback": 4, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6, "blueprint_human_gap_alignment": 2, "blueprint_human_gap_disagreement": 2, "human_reported_issue_no_linked_fix": 2, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"not_resolved_or_not_observed": 4, "ambiguous_needs_more_evidence": 12}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 52, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 6, "thread_has_comment": 6, "alignment_uses_comment": 4, "alignment_uses_finding": 4, "chain_has_link_quality": 12, "comment_aligns_finding": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 6, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 6}, "node_count": 34, "node_types": {"repo": 1, "thread": 1, "comment": 6, "alignment": 4, "fix_outcome": 1, "issue_chain": 1, "link_quality": 12, "comment_chain": 6, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#81", "issue_number": "81", "quality_tiers": {"unresolved": 8, "assumption_check": 4}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-8e6c3630d5b1c911", "graph_gold_label": "assumption_check", "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: assumption_check\nRepo: Rul1an/assay\nThread: Rul1an/assay#81\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: Rul1an/assay\nThread: Rul1an/assay#81\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#81\nRepo: Rul1an/assay\nIssue/PR number: 81\nGraph consistency label: assumption_check\nNodes: 34\nEdges: 52\nNode types: {'link_quality': 12, 'comment': 6, 'comment_chain': 6, 'alignment': 4, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 12, 'thread_has_comment': 6, 'thread_has_comment_chain': 6, 'comment_has_chain': 6, 'issue_chain_has_comment_chain': 6, 'alignment_uses_comment': 4, 'alignment_uses_finding': 4, 'comment_aligns_finding': 4, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 6, 'human_feedback_general': 4, 'unlinked_human_feedback': 4, 'human_reported_issue_no_linked_fix': 2, 'not_resolved_or_not_observed': 2, 'thread_has_human_issue_without_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'blueprint_human_gap_disagreement': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'api_integration_gap': 1, 'partial blueprint fit': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 12, 'not_resolved_or_not_observed': 4}\nQuality tiers: {'unresolved': 8, 'assumption_check': 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/Rul1an/assay", "source_id": "graph-query-motif_query-485c732e4a5b72f3", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336350, "scanner": "foundry_dataset", "fingerprint": "e98cdddb116bfb2477dafc8d9e19a0613cf5c1130ed433e713277c67f783d816", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "human_feedback_general": 6, "unlinked_human_feedback": 6, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 8, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 16}, "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": 7, "thread_has_comment": 7, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 11, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 7, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 7}, "node_count": 33, "node_types": {"repo": 1, "thread": 1, "comment": 7, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 11, "comment_chain": 7, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#8", "issue_number": "8", "quality_tiers": {"unresolved": 9, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-b48e52059c886e1d", "graph_gold_label": "assumption_check", "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: assumption_check\nRepo: Rul1an/assay\nThread: Rul1an/assay#8\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: Rul1an/assay\nThread: Rul1an/assay#8\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#8\nRepo: Rul1an/assay\nIssue/PR number: 8\nGraph consistency label: assumption_check\nNodes: 33\nEdges: 49\nNode types: {'link_quality': 11, 'comment': 7, 'comment_chain': 7, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 11, 'thread_has_comment': 7, 'thread_has_comment_chain': 7, 'comment_has_chain': 7, 'issue_chain_has_comment_chain': 7, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 8, 'human_feedback_general': 6, 'unlinked_human_feedback': 6, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 16, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'unresolved': 9, 'assumption_check': 2}\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/Rul1an/assay", "source_id": "graph-query-motif_query-cc5fc075627854d3", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336349, "scanner": "foundry_dataset", "fingerprint": "fddc22d82a29893f6d37a68937eacf261405b9dd777e171be58c16ace46a0398", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "human_feedback_general": 1, "unlinked_human_feedback": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 4, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 2, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"not_resolved_or_not_observed": 8, "ambiguous_needs_more_evidence": 2}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 29, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 7, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 21, "node_types": {"repo": 1, "thread": 1, "comment": 3, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 3, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#74", "issue_number": "74", "quality_tiers": {"unresolved": 5, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-a7fe7db43da2df02", "graph_gold_label": "assumption_check", "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: assumption_check\nRepo: Rul1an/assay\nThread: Rul1an/assay#74\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: Rul1an/assay\nThread: Rul1an/assay#74\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#74\nRepo: Rul1an/assay\nIssue/PR number: 74\nGraph consistency label: assumption_check\nNodes: 21\nEdges: 29\nNode types: {'link_quality': 7, 'comment': 3, 'comment_chain': 3, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 7, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 4, 'human_reported_issue_no_linked_fix': 2, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_feedback_general': 1, 'security_auth_secret': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 8, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'unresolved': 5, 'assumption_check': 2}\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/Rul1an/assay", "source_id": "graph-query-motif_query-1fd3b7effcfb90d5", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336348, "scanner": "foundry_dataset", "fingerprint": "3717452d2ab3b1a8f661eb9c5002086744c731008f5643504cf4dfbd976fc483", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "human_feedback_general": 1, "unlinked_human_feedback": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"not_resolved_or_not_observed": 6, "ambiguous_needs_more_evidence": 2}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 18, "node_types": {"repo": 1, "thread": 1, "comment": 2, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#72", "issue_number": "72", "quality_tiers": {"unresolved": 4, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-8a1df0eadca0d3c4", "graph_gold_label": "assumption_check", "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: assumption_check\nRepo: Rul1an/assay\nThread: Rul1an/assay#72\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: Rul1an/assay\nThread: Rul1an/assay#72\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#72\nRepo: Rul1an/assay\nIssue/PR number: 72\nGraph consistency label: assumption_check\nNodes: 18\nEdges: 24\nNode types: {'link_quality': 6, 'comment': 2, 'comment_chain': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_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, 'test_ci_gap': 1, 'human_feedback_general': 1, 'human_reported_issue_no_linked_fix': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'unresolved': 4, 'assumption_check': 2}\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/Rul1an/assay", "source_id": "graph-query-motif_query-99e54581304c0c76", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336347, "scanner": "foundry_dataset", "fingerprint": "9bede42b3084716ee0258503167f41efafa04f67699cf399b95b6129c7d8b37b", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "human_feedback_general": 1, "unlinked_human_feedback": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"not_resolved_or_not_observed": 6, "ambiguous_needs_more_evidence": 2}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 18, "node_types": {"repo": 1, "thread": 1, "comment": 2, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#69", "issue_number": "69", "quality_tiers": {"unresolved": 4, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-45238207200b803b", "graph_gold_label": "assumption_check", "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: assumption_check\nRepo: Rul1an/assay\nThread: Rul1an/assay#69\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: Rul1an/assay\nThread: Rul1an/assay#69\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#69\nRepo: Rul1an/assay\nIssue/PR number: 69\nGraph consistency label: assumption_check\nNodes: 18\nEdges: 24\nNode types: {'link_quality': 6, 'comment': 2, 'comment_chain': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_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, 'test_ci_gap': 1, 'human_feedback_general': 1, 'human_reported_issue_no_linked_fix': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'unresolved': 4, 'assumption_check': 2}\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/Rul1an/assay", "source_id": "graph-query-motif_query-ea1593d15397b465", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336346, "scanner": "foundry_dataset", "fingerprint": "9db887cb651620cc342d60d72920496c8629e2ed3feb6ef86404697f287f495d", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "human_feedback_general": 1, "unlinked_human_feedback": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"not_resolved_or_not_observed": 6, "ambiguous_needs_more_evidence": 2}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 18, "node_types": {"repo": 1, "thread": 1, "comment": 2, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#68", "issue_number": "68", "quality_tiers": {"unresolved": 4, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-98c39df1a7a1175d", "graph_gold_label": "assumption_check", "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: assumption_check\nRepo: Rul1an/assay\nThread: Rul1an/assay#68\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: Rul1an/assay\nThread: Rul1an/assay#68\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#68\nRepo: Rul1an/assay\nIssue/PR number: 68\nGraph consistency label: assumption_check\nNodes: 18\nEdges: 24\nNode types: {'link_quality': 6, 'comment': 2, 'comment_chain': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_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, 'test_ci_gap': 1, 'human_feedback_general': 1, 'human_reported_issue_no_linked_fix': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'unresolved': 4, 'assumption_check': 2}\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/Rul1an/assay", "source_id": "graph-query-motif_query-ef3692b770c29f49", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336345, "scanner": "foundry_dataset", "fingerprint": "88ac19e25b41173efbcbe1b32e48ef4ac90f1f4b32d116942aa00f387e86c609", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "human_feedback_general": 1, "unlinked_human_feedback": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"not_resolved_or_not_observed": 6, "ambiguous_needs_more_evidence": 2}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 18, "node_types": {"repo": 1, "thread": 1, "comment": 2, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#66", "issue_number": "66", "quality_tiers": {"unresolved": 4, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-d388783c2d14b556", "graph_gold_label": "assumption_check", "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: assumption_check\nRepo: Rul1an/assay\nThread: Rul1an/assay#66\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: Rul1an/assay\nThread: Rul1an/assay#66\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#66\nRepo: Rul1an/assay\nIssue/PR number: 66\nGraph consistency label: assumption_check\nNodes: 18\nEdges: 24\nNode types: {'link_quality': 6, 'comment': 2, 'comment_chain': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_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, 'test_ci_gap': 1, 'human_feedback_general': 1, 'human_reported_issue_no_linked_fix': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'unresolved': 4, 'assumption_check': 2}\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/Rul1an/assay", "source_id": "graph-query-motif_query-34aad0ef9c201941", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336344, "scanner": "foundry_dataset", "fingerprint": "ba64c269c32119934b2b0a568bf9d8f2f32b83d8a6973db66c395e013fd6a4a8", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "human_feedback_general": 1, "unlinked_human_feedback": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"not_resolved_or_not_observed": 6, "ambiguous_needs_more_evidence": 2}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 18, "node_types": {"repo": 1, "thread": 1, "comment": 2, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#53", "issue_number": "53", "quality_tiers": {"unresolved": 4, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-dc27978056b93623", "graph_gold_label": "assumption_check", "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: assumption_check\nRepo: Rul1an/assay\nThread: Rul1an/assay#53\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: Rul1an/assay\nThread: Rul1an/assay#53\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#53\nRepo: Rul1an/assay\nIssue/PR number: 53\nGraph consistency label: assumption_check\nNodes: 18\nEdges: 24\nNode types: {'link_quality': 6, 'comment': 2, 'comment_chain': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_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, 'test_ci_gap': 1, 'human_feedback_general': 1, 'human_reported_issue_no_linked_fix': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'unresolved': 4, 'assumption_check': 2}\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/Rul1an/assay", "source_id": "graph-query-motif_query-18e03ffe45774ed8", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336343, "scanner": "foundry_dataset", "fingerprint": "9e2d1aebb2c317f12d4a6fb6e2f2a4681a7c4bfb4e8244b8ba43054fc2f474ee", "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": 5, "partial blueprint fit": 1, "human_feedback_general": 31, "unlinked_human_feedback": 31, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 6, "ambiguous_needs_more_evidence": 33, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 6, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"not_resolved_or_not_observed": 12, "ambiguous_needs_more_evidence": 66}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 199, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 37, "thread_has_comment": 37, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 41, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 37, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 37}, "node_count": 123, "node_types": {"repo": 1, "thread": 1, "comment": 37, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 41, "comment_chain": 37, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#5", "issue_number": "5", "quality_tiers": {"unresolved": 39, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-1688ee0c5b0595fc", "graph_gold_label": "assumption_check", "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: assumption_check\nRepo: Rul1an/assay\nThread: Rul1an/assay#5\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: Rul1an/assay\nThread: Rul1an/assay#5\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#5\nRepo: Rul1an/assay\nIssue/PR number: 5\nGraph consistency label: assumption_check\nNodes: 123\nEdges: 199\nNode types: {'link_quality': 41, 'comment': 37, 'comment_chain': 37, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 41, 'thread_has_comment': 37, 'thread_has_comment_chain': 37, 'comment_has_chain': 37, 'issue_chain_has_comment_chain': 37, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 33, 'human_feedback_general': 31, 'unlinked_human_feedback': 31, 'human_reported_issue_no_linked_fix': 6, 'not_resolved_or_not_observed': 6, 'deployment_env_gap': 5, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 66, 'not_resolved_or_not_observed': 12}\nQuality tiers: {'unresolved': 39, 'assumption_check': 2}\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/Rul1an/assay", "source_id": "graph-query-motif_query-ed7c4e889d79aa9c", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336342, "scanner": "foundry_dataset", "fingerprint": "eee0eb572b95cb099dede89da42c080bbf1d8df8bdcb0245dae17cedc33db823", "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, "api_integration_gap": 1, "partial blueprint fit": 1, "human_feedback_general": 4, "unlinked_human_feedback": 4, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 6, "blueprint_human_gap_alignment": 2, "blueprint_human_gap_disagreement": 2, "human_reported_issue_no_linked_fix": 2, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"not_resolved_or_not_observed": 4, "ambiguous_needs_more_evidence": 12}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 52, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 6, "thread_has_comment": 6, "alignment_uses_comment": 4, "alignment_uses_finding": 4, "chain_has_link_quality": 12, "comment_aligns_finding": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 6, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 6}, "node_count": 34, "node_types": {"repo": 1, "thread": 1, "comment": 6, "alignment": 4, "fix_outcome": 1, "issue_chain": 1, "link_quality": 12, "comment_chain": 6, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#3", "issue_number": "3", "quality_tiers": {"unresolved": 8, "assumption_check": 4}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-a20c00bf00c76157", "graph_gold_label": "assumption_check", "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: assumption_check\nRepo: Rul1an/assay\nThread: Rul1an/assay#3\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: Rul1an/assay\nThread: Rul1an/assay#3\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#3\nRepo: Rul1an/assay\nIssue/PR number: 3\nGraph consistency label: assumption_check\nNodes: 34\nEdges: 52\nNode types: {'link_quality': 12, 'comment': 6, 'comment_chain': 6, 'alignment': 4, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 12, 'thread_has_comment': 6, 'thread_has_comment_chain': 6, 'comment_has_chain': 6, 'issue_chain_has_comment_chain': 6, 'alignment_uses_comment': 4, 'alignment_uses_finding': 4, 'comment_aligns_finding': 4, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 6, 'human_feedback_general': 4, 'unlinked_human_feedback': 4, 'human_reported_issue_no_linked_fix': 2, 'not_resolved_or_not_observed': 2, 'thread_has_human_issue_without_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'blueprint_human_gap_disagreement': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'test_ci_gap': 1, 'partial blueprint fit': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 12, 'not_resolved_or_not_observed': 4}\nQuality tiers: {'unresolved': 8, 'assumption_check': 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/Rul1an/assay", "source_id": "graph-query-motif_query-05e6b984904c1382", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336341, "scanner": "foundry_dataset", "fingerprint": "1320efcba22d32f7a955116e39905ecb4eb92464b36d237286ab4f9fddf0f97a", "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, "runtime_failure": 1, "agent_instruction_gap": 1, "partial blueprint fit": 1, "human_feedback_general": 13, "unlinked_human_feedback": 13, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 15, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 3, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"not_resolved_or_not_observed": 6, "ambiguous_needs_more_evidence": 30}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 94, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 16, "thread_has_comment": 16, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 20, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 16, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 16}, "node_count": 60, "node_types": {"repo": 1, "thread": 1, "comment": 16, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 20, "comment_chain": 16, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#2", "issue_number": "2", "quality_tiers": {"unresolved": 18, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-ec1bffabfdee0426", "graph_gold_label": "assumption_check", "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: assumption_check\nRepo: Rul1an/assay\nThread: Rul1an/assay#2\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: Rul1an/assay\nThread: Rul1an/assay#2\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#2\nRepo: Rul1an/assay\nIssue/PR number: 2\nGraph consistency label: assumption_check\nNodes: 60\nEdges: 94\nNode types: {'link_quality': 20, 'comment': 16, 'comment_chain': 16, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 20, 'thread_has_comment': 16, 'thread_has_comment_chain': 16, 'comment_has_chain': 16, 'issue_chain_has_comment_chain': 16, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 15, 'human_feedback_general': 13, 'unlinked_human_feedback': 13, 'human_reported_issue_no_linked_fix': 3, 'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'runtime_failure': 1, 'agent_instruction_gap': 1, 'test_ci_gap': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 30, 'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 18, 'assumption_check': 2}\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/Rul1an/assay", "source_id": "graph-query-motif_query-f4e1a06391725cbb", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336340, "scanner": "foundry_dataset", "fingerprint": "d57c7f1e8dde4b936b7b3ca438c99af7ee932569e5e273340f0ac87a25a212ac", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "docs_or_claims": 2, "source_or_other": 2, "partial blueprint fit": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "ci_pending_or_incomplete": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 2, "blueprint_human_gap_disagreement": 2, "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": {"ci_pending_or_incomplete": 4}, "synthetic": false, "edge_count": 57, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 1, "thread_touches_file": 4, "comment_chain_has_ci": 2, "thread_has_pr_review": 1, "alignment_uses_comment": 4, "alignment_uses_finding": 4, "chain_has_link_quality": 8, "comment_aligns_finding": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 4, "thread_has_comment_chain": 2, "comment_chain_links_commit": 7, "comment_chain_touches_file": 8, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 31, "node_types": {"repo": 1, "commit": 4, "thread": 1, "comment": 1, "pr_file": 4, "alignment": 4, "pr_review": 1, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 8, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1717", "issue_number": "1717", "quality_tiers": {"high_confidence": 4, "assumption_check": 4}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-15b31c29540ced3e", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"docs_or_claims": 10, "source_or_other": 10}}, "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: Rul1an/assay\nThread: Rul1an/assay#1717\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: Rul1an/assay\nThread: Rul1an/assay#1717\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1717\nRepo: Rul1an/assay\nIssue/PR number: 1717\nGraph consistency label: supported_by_high_confidence_link\nNodes: 31\nEdges: 57\nNode types: {'link_quality': 8, 'pr_file': 4, 'commit': 4, 'alignment': 4, 'comment_chain': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_review': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 8, 'chain_has_link_quality': 8, 'comment_chain_links_commit': 7, 'thread_touches_file': 4, 'issue_chain_touches_file': 4, 'alignment_uses_comment': 4, 'alignment_uses_finding': 4, 'comment_aligns_finding': 4, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'comment_chain_has_ci': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_pr_review': 1, 'thread_has_issue_chain': 1}\nLabels: {'verification_or_tests': 4, 'ambiguous_needs_more_evidence': 4, 'docs_or_claims': 2, 'source_or_other': 2, 'comment_has_related_commit_context': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'blueprint_human_gap_disagreement': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'data_schema_persistence': 1, 'ci_pending_or_incomplete': 1, 'partial blueprint fit': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8}\nQuality tiers: {'high_confidence': 4, 'assumption_check': 4}\nCI labels: {'ci_pending_or_incomplete': 4}\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/Rul1an/assay", "source_id": "graph-query-motif_query-a4a4e1f2e128fe76", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336339, "scanner": "foundry_dataset", "fingerprint": "4815e369dfb126f927fa7b88683908382d1a5dd9601cc79c7720de239836fa27", "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": 1, "ui_or_frontend": 6, "source_or_other": 2, "agent_instruction_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "ci_pending_or_incomplete": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 2, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 8}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 71, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 1, "thread_touches_file": 10, "comment_chain_has_ci": 1, "thread_has_pr_review": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 10, "thread_has_comment_chain": 2, "comment_chain_links_commit": 6, "comment_chain_touches_file": 20, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 34, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 10, "alignment": 2, "pr_review": 1, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1715", "issue_number": "1715", "quality_tiers": {"high_confidence": 4, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-1a29365698a6fd8e", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"test_or_ci": 5, "docs_or_claims": 5, "ui_or_frontend": 30, "source_or_other": 10}}, "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: Rul1an/assay\nThread: Rul1an/assay#1715\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: Rul1an/assay\nThread: Rul1an/assay#1715\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1715\nRepo: Rul1an/assay\nIssue/PR number: 1715\nGraph consistency label: supported_by_high_confidence_link\nNodes: 34\nEdges: 71\nNode types: {'pr_file': 10, 'link_quality': 6, 'commit': 5, 'comment_chain': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_review': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 20, 'thread_touches_file': 10, 'issue_chain_touches_file': 10, 'comment_chain_links_commit': 6, 'chain_has_link_quality': 6, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_pr_review': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1}\nLabels: {'ui_or_frontend': 6, 'verification_or_tests': 5, 'ambiguous_needs_more_evidence': 4, 'source_or_other': 2, 'comment_has_related_commit_context': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'agent_instruction_gap': 1, 'docs_or_claims': 1, 'test_or_ci': 1, 'ci_pending_or_incomplete': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8}\nQuality tiers: {'high_confidence': 4, 'assumption_check': 2}\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/Rul1an/assay", "source_id": "graph-query-motif_query-e7523e51ec234948", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336338, "scanner": "foundry_dataset", "fingerprint": "34c7984349703be3d3686fec4514a4a8f6043430e8b721bd711dab3da0160901", "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": 2, "docs_or_claims": 6, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "human_feedback_general": 2, "ci_pending_or_incomplete": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 7, "blueprint_human_gap_alignment": 2, "blueprint_human_gap_disagreement": 2, "comment_has_related_commit_context": 5, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 14}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 101, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 5, "thread_has_comment": 1, "thread_touches_file": 6, "comment_chain_has_ci": 1, "thread_has_pr_review": 4, "alignment_uses_comment": 4, "alignment_uses_finding": 4, "chain_has_link_quality": 11, "comment_aligns_finding": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 6, "thread_has_comment_chain": 5, "comment_chain_links_commit": 11, "comment_chain_touches_file": 30, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 5}, "node_count": 43, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 6, "alignment": 4, "pr_review": 4, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 11, "comment_chain": 5, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1714", "issue_number": "1714", "quality_tiers": {"high_confidence": 7, "assumption_check": 4}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-09131172043932d6", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"docs_or_claims": 48}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_high_confidence_link\nRepo: Rul1an/assay\nThread: Rul1an/assay#1714\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: Rul1an/assay\nThread: Rul1an/assay#1714\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1714\nRepo: Rul1an/assay\nIssue/PR number: 1714\nGraph consistency label: supported_by_high_confidence_link\nNodes: 43\nEdges: 101\nNode types: {'link_quality': 11, 'pr_file': 6, 'comment_chain': 5, 'commit': 5, 'pr_review': 4, 'alignment': 4, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 30, 'comment_chain_links_commit': 11, 'chain_has_link_quality': 11, 'thread_touches_file': 6, 'issue_chain_touches_file': 6, 'thread_has_comment_chain': 5, 'comment_has_chain': 5, 'issue_chain_has_comment_chain': 5, 'thread_has_pr_review': 4, 'alignment_uses_comment': 4, 'alignment_uses_finding': 4, 'comment_aligns_finding': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1}\nLabels: {'ambiguous_needs_more_evidence': 7, 'docs_or_claims': 6, 'comment_has_related_commit_context': 5, 'verification_or_tests': 5, 'test_ci_gap': 2, 'human_feedback_general': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'blueprint_human_gap_disagreement': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'ci_pending_or_incomplete': 1, 'partial blueprint fit': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 14}\nQuality tiers: {'high_confidence': 7, 'assumption_check': 4}\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/Rul1an/assay", "source_id": "graph-query-motif_query-cac2a59b15dbdbab", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336337, "scanner": "foundry_dataset", "fingerprint": "6ec1619c56640441f73e9c4e501891b1fefc0f9d4da1137423e2fcad4b93747d", "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, "runtime_failure": 1, "partial blueprint fit": 1, "verification_or_tests": 6, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 2, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 8}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 38, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 1, "thread_touches_file": 1, "thread_has_pr_review": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 10, "comment_chain_touches_file": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 25, "node_types": {"repo": 1, "commit": 6, "thread": 1, "comment": 1, "pr_file": 1, "alignment": 2, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1708", "issue_number": "1708", "quality_tiers": {"high_confidence": 4, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-e0813a1c565e1d13", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"test_or_ci": 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: Rul1an/assay\nThread: Rul1an/assay#1708\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: Rul1an/assay\nThread: Rul1an/assay#1708\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1708\nRepo: Rul1an/assay\nIssue/PR number: 1708\nGraph consistency label: supported_by_high_confidence_link\nNodes: 25\nEdges: 38\nNode types: {'commit': 6, 'link_quality': 6, 'comment_chain': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_review': 1, 'pr_file': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 10, 'chain_has_link_quality': 6, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'comment_chain_touches_file': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_pr_review': 1, 'thread_touches_file': 1, 'thread_has_issue_chain': 1, 'issue_chain_touches_file': 1, 'thread_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 6, 'ambiguous_needs_more_evidence': 4, 'comment_has_related_commit_context': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'runtime_failure': 1, 'test_or_ci': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8}\nQuality tiers: {'high_confidence': 4, 'assumption_check': 2}\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/Rul1an/assay", "source_id": "graph-query-motif_query-6172eb3664c6d87d", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336336, "scanner": "foundry_dataset", "fingerprint": "b353c152ecca8d2e024f8c803bc4059c729c80ab0abc7118bb6c94b4ba57dab0", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "ui_or_frontend": 3, "partial blueprint fit": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 33, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 3, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 3, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 3, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 3, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1705", "issue_number": "1705", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-b7811f8a5a424b0c", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"ui_or_frontend": 12}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_high_confidence_link\nRepo: Rul1an/assay\nThread: Rul1an/assay#1705\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: Rul1an/assay\nThread: Rul1an/assay#1705\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1705\nRepo: Rul1an/assay\nIssue/PR number: 1705\nGraph consistency label: supported_by_high_confidence_link\nNodes: 23\nEdges: 33\nNode types: {'commit': 5, 'link_quality': 5, 'pr_file': 3, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'thread_touches_file': 3, 'comment_chain_touches_file': 3, 'issue_chain_touches_file': 3, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 5, 'ui_or_frontend': 3, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\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/Rul1an/assay", "source_id": "graph-query-motif_query-f62ce399af8af184", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336335, "scanner": "foundry_dataset", "fingerprint": "96440b4588531b31e2c61ee60afac3210ec78d58a85271c17427a451b42521ca", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "docs_or_chore": 1, "source_or_other": 1, "dependency_or_build": 4, "partial blueprint fit": 1, "positive_human_signal": 1, "mostly follows blueprint": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "human_positive_or_acceptance_signal": 1, "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": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_unverified": 6, "human_positive_or_acceptance_signal": 2}, "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": 2, "thread_has_comment": 1, "thread_touches_file": 1, "thread_has_pr_review": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 6, "comment_chain_touches_file": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 24, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 1, "alignment": 2, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1697", "issue_number": "1697", "quality_tiers": {"assumption_check": 2, "weak_supervision": 4}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-de269fcb65246c59", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {"source_or_other": 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: weak_supervision_needs_review\nRepo: Rul1an/assay\nThread: Rul1an/assay#1697\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: Rul1an/assay\nThread: Rul1an/assay#1697\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1697\nRepo: Rul1an/assay\nIssue/PR number: 1697\nGraph consistency label: weak_supervision_needs_review\nNodes: 24\nEdges: 34\nNode types: {'link_quality': 6, 'commit': 5, 'comment_chain': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_review': 1, 'pr_file': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 6, 'chain_has_link_quality': 6, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'comment_chain_touches_file': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_pr_review': 1, 'thread_touches_file': 1, 'thread_has_issue_chain': 1, 'issue_chain_touches_file': 1, 'thread_has_fix_outcome': 1}\nLabels: {'dependency_or_build': 4, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'positive_human_signal': 1, 'source_or_other': 1, 'human_reported_issue_then_fix_attempt': 1, 'docs_or_chore': 1, 'positive_feedback_with_related_change': 1, 'human_positive_or_acceptance_signal': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_unverified': 6, 'human_positive_or_acceptance_signal': 2}\nQuality tiers: {'weak_supervision': 4, 'assumption_check': 2}\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/Rul1an/assay", "source_id": "graph-query-motif_query-d33ff18b4a8a6763", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336334, "scanner": "foundry_dataset", "fingerprint": "1b3d9197e98b5accb0929ebfeaed309dd0122aeab88d126c4476684ad584cd0f", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "docs_or_chore": 1, "source_or_other": 1, "dependency_or_build": 4, "partial blueprint fit": 1, "positive_human_signal": 1, "mostly follows blueprint": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "human_positive_or_acceptance_signal": 1, "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": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_unverified": 6, "human_positive_or_acceptance_signal": 2}, "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": 2, "thread_has_comment": 1, "thread_touches_file": 1, "thread_has_pr_review": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 6, "comment_chain_touches_file": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 24, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 1, "alignment": 2, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1696", "issue_number": "1696", "quality_tiers": {"assumption_check": 2, "weak_supervision": 4}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-e21ce011380edaa2", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {"source_or_other": 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: weak_supervision_needs_review\nRepo: Rul1an/assay\nThread: Rul1an/assay#1696\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: Rul1an/assay\nThread: Rul1an/assay#1696\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1696\nRepo: Rul1an/assay\nIssue/PR number: 1696\nGraph consistency label: weak_supervision_needs_review\nNodes: 24\nEdges: 34\nNode types: {'link_quality': 6, 'commit': 5, 'comment_chain': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_review': 1, 'pr_file': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 6, 'chain_has_link_quality': 6, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'comment_chain_touches_file': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_pr_review': 1, 'thread_touches_file': 1, 'thread_has_issue_chain': 1, 'issue_chain_touches_file': 1, 'thread_has_fix_outcome': 1}\nLabels: {'dependency_or_build': 4, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'positive_human_signal': 1, 'source_or_other': 1, 'human_reported_issue_then_fix_attempt': 1, 'docs_or_chore': 1, 'positive_feedback_with_related_change': 1, 'human_positive_or_acceptance_signal': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_unverified': 6, 'human_positive_or_acceptance_signal': 2}\nQuality tiers: {'weak_supervision': 4, 'assumption_check': 2}\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/Rul1an/assay", "source_id": "graph-query-motif_query-85288d81442ca264", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336333, "scanner": "foundry_dataset", "fingerprint": "546e458f203e54fa8ecb9d8178f75e999aaf9dbddf8e2b1c5b42da8e916f9b87", "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": 3, "partial blueprint fit": 1, "verification_or_tests": 2, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1695", "issue_number": "1695", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-a3c8768670302b09", "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: Rul1an/assay\nThread: Rul1an/assay#1695\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: Rul1an/assay\nThread: Rul1an/assay#1695\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1695\nRepo: Rul1an/assay\nIssue/PR number: 1695\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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: {'dependency_or_build': 3, 'claimed_resolved_with_verification_signal': 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, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\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/Rul1an/assay", "source_id": "graph-query-motif_query-5c02dd6567246508", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336332, "scanner": "foundry_dataset", "fingerprint": "08ad48921fa77e806995405cfbd10412529875c87e290a8c5a09804c8004e4b1", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1694", "issue_number": "1694", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-9dc5a480407b974d", "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: Rul1an/assay\nThread: Rul1an/assay#1694\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: Rul1an/assay\nThread: Rul1an/assay#1694\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1694\nRepo: Rul1an/assay\nIssue/PR number: 1694\nGraph consistency label: supported_by_high_confidence_link\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\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/Rul1an/assay", "source_id": "graph-query-motif_query-15aa9a255c134fa3", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336331, "scanner": "foundry_dataset", "fingerprint": "b319fa2ce994838dde8fcacd7a63bdccbb27d6abb2d9f90aff49c3afe734f0a6", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1689", "issue_number": "1689", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-5d07cadbb6ba3acc", "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: Rul1an/assay\nThread: Rul1an/assay#1689\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: Rul1an/assay\nThread: Rul1an/assay#1689\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1689\nRepo: Rul1an/assay\nIssue/PR number: 1689\nGraph consistency label: supported_by_high_confidence_link\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\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/Rul1an/assay", "source_id": "graph-query-motif_query-e50f80516e520d6c", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336330, "scanner": "foundry_dataset", "fingerprint": "9d68bc85e454b72c7feb996bd4212c3d46f67b1db511fd23fac879926e6b10bf", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1687", "issue_number": "1687", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-4822a866ae026e1d", "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: Rul1an/assay\nThread: Rul1an/assay#1687\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: Rul1an/assay\nThread: Rul1an/assay#1687\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1687\nRepo: Rul1an/assay\nIssue/PR number: 1687\nGraph consistency label: weak_supervision_needs_review\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2}\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/Rul1an/assay", "source_id": "graph-query-motif_query-40d845979321227c", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336329, "scanner": "foundry_dataset", "fingerprint": "faca75d4b916c8f82be2b688afd3b0f4dbde2db266b827072d576cf27c5821e2", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 2, "test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 3, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1686", "issue_number": "1686", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-1546d26b4cc731aa", "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: Rul1an/assay\nThread: Rul1an/assay#1686\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: Rul1an/assay\nThread: Rul1an/assay#1686\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1686\nRepo: Rul1an/assay\nIssue/PR number: 1686\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\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/Rul1an/assay", "source_id": "graph-query-motif_query-50e40f56886f570f", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336328, "scanner": "foundry_dataset", "fingerprint": "00c1e91e2a77101c9a6e6c20d8b8cc58c5ddb48788c402e7830f7696c28e5705", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1685", "issue_number": "1685", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-7c8e5b4566a7b3d2", "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: Rul1an/assay\nThread: Rul1an/assay#1685\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: Rul1an/assay\nThread: Rul1an/assay#1685\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1685\nRepo: Rul1an/assay\nIssue/PR number: 1685\nGraph consistency label: supported_by_high_confidence_link\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\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/Rul1an/assay", "source_id": "graph-query-motif_query-9669437ebfef0438", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336327, "scanner": "foundry_dataset", "fingerprint": "e71d56d71675eb6334014cb597e00a55cb47ed5e9be413e694359d4af6f250d6", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 1, "test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1684", "issue_number": "1684", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-9091b24fcb7bcb56", "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: Rul1an/assay\nThread: Rul1an/assay#1684\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: Rul1an/assay\nThread: Rul1an/assay#1684\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1684\nRepo: Rul1an/assay\nIssue/PR number: 1684\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\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/Rul1an/assay", "source_id": "graph-query-motif_query-40ed5129cc5be784", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336326, "scanner": "foundry_dataset", "fingerprint": "a0d32ae392b5123d42fc9d4b553213c975c51427e9244858e7b82253a80b494c", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1682", "issue_number": "1682", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-200eb0d858c10522", "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: Rul1an/assay\nThread: Rul1an/assay#1682\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: Rul1an/assay\nThread: Rul1an/assay#1682\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1682\nRepo: Rul1an/assay\nIssue/PR number: 1682\nGraph consistency label: supported_by_high_confidence_link\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\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/Rul1an/assay", "source_id": "graph-query-motif_query-c123ffb94f1d6229", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336325, "scanner": "foundry_dataset", "fingerprint": "be28a8df67b14572ad8d1471dc1add7e057d0039a534aa7130141598824bb5e3", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1680", "issue_number": "1680", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-24f2d48c1c6fb902", "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: Rul1an/assay\nThread: Rul1an/assay#1680\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: Rul1an/assay\nThread: Rul1an/assay#1680\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1680\nRepo: Rul1an/assay\nIssue/PR number: 1680\nGraph consistency label: supported_by_high_confidence_link\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\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/Rul1an/assay", "source_id": "graph-query-motif_query-25d26095b6cf219e", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336324, "scanner": "foundry_dataset", "fingerprint": "d80bd839c629939a0c0eee18fc7de4ad0a07730f781d0eda797eb4e6fdf0d8ad", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1677", "issue_number": "1677", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-1b7f972f6a9f44cf", "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: Rul1an/assay\nThread: Rul1an/assay#1677\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: Rul1an/assay\nThread: Rul1an/assay#1677\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1677\nRepo: Rul1an/assay\nIssue/PR number: 1677\nGraph consistency label: supported_by_high_confidence_link\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\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/Rul1an/assay", "source_id": "graph-query-motif_query-546c8b4524716d46", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336323, "scanner": "foundry_dataset", "fingerprint": "6797afc34a52943cb1e6e23cfa319c6f58c35986cc19351414d17657a486128d", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 1, "test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1675", "issue_number": "1675", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-c9af41990139f473", "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: Rul1an/assay\nThread: Rul1an/assay#1675\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: Rul1an/assay\nThread: Rul1an/assay#1675\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1675\nRepo: Rul1an/assay\nIssue/PR number: 1675\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\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/Rul1an/assay", "source_id": "graph-query-motif_query-e1436b23860f8400", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336322, "scanner": "foundry_dataset", "fingerprint": "51e98a82c6a0e008c71228803f6ee844d1d78ce3931d688e7d7ccfc8ee1fad4c", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1669", "issue_number": "1669", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-cdf2ce1c4d1da1bd", "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: Rul1an/assay\nThread: Rul1an/assay#1669\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: Rul1an/assay\nThread: Rul1an/assay#1669\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1669\nRepo: Rul1an/assay\nIssue/PR number: 1669\nGraph consistency label: supported_by_high_confidence_link\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\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/Rul1an/assay", "source_id": "graph-query-motif_query-48c366cb4763b1a1", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336321, "scanner": "foundry_dataset", "fingerprint": "8dd6c1f6224ca850f2a6cbab66162460e9e65abebc0df3df860f369c326607fd", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 1, "test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1667", "issue_number": "1667", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-34277f1aac0cee74", "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: Rul1an/assay\nThread: Rul1an/assay#1667\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: Rul1an/assay\nThread: Rul1an/assay#1667\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1667\nRepo: Rul1an/assay\nIssue/PR number: 1667\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\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/Rul1an/assay", "source_id": "graph-query-motif_query-e7a3a82eea50cf28", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336320, "scanner": "foundry_dataset", "fingerprint": "62c0fcd854d176c67067efbd09554089d34e6ea7badf5259aa7d38a6fa933755", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "docs_or_chore": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1660", "issue_number": "1660", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-95d908e80e63c6c8", "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: Rul1an/assay\nThread: Rul1an/assay#1660\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: Rul1an/assay\nThread: Rul1an/assay#1660\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1660\nRepo: Rul1an/assay\nIssue/PR number: 1660\nGraph consistency label: weak_supervision_needs_review\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 4, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'docs_or_chore': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2}\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/Rul1an/assay", "source_id": "graph-query-motif_query-86e58ac3804d7715", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336319, "scanner": "foundry_dataset", "fingerprint": "9c6ae816be01cb37156d8ba7d9f91ed37142e9e149147f6ff545c1e81ed890e2", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1654", "issue_number": "1654", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-b78b8583b94caf84", "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: Rul1an/assay\nThread: Rul1an/assay#1654\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: Rul1an/assay\nThread: Rul1an/assay#1654\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1654\nRepo: Rul1an/assay\nIssue/PR number: 1654\nGraph consistency label: supported_by_high_confidence_link\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\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/Rul1an/assay", "source_id": "graph-query-motif_query-6c25872254b1bc22", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336318, "scanner": "foundry_dataset", "fingerprint": "4ff3c277809fe91e0b0c09b4bf91cf6e95164116345820504888ac57fd2f5086", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 3, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 22, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 3, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 18, "node_types": {"repo": 1, "commit": 3, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1653", "issue_number": "1653", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-9d7136be59703079", "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: Rul1an/assay\nThread: Rul1an/assay#1653\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: Rul1an/assay\nThread: Rul1an/assay#1653\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1653\nRepo: Rul1an/assay\nIssue/PR number: 1653\nGraph consistency label: weak_supervision_needs_review\nNodes: 18\nEdges: 22\nNode types: {'link_quality': 5, 'commit': 3, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 5, 'comment_chain_links_commit': 3, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2}\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/Rul1an/assay", "source_id": "graph-query-motif_query-d195b201ab6b70d1", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336317, "scanner": "foundry_dataset", "fingerprint": "d8a2c082ba62c64dd509f12acfe05cefbfed7aafebeb801d80bc05ff3b9b0a74", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1652", "issue_number": "1652", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-4c25026e4c29a6d1", "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: Rul1an/assay\nThread: Rul1an/assay#1652\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: Rul1an/assay\nThread: Rul1an/assay#1652\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1652\nRepo: Rul1an/assay\nIssue/PR number: 1652\nGraph consistency label: supported_by_high_confidence_link\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\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/Rul1an/assay", "source_id": "graph-query-motif_query-23a5a5125e11f0b4", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336316, "scanner": "foundry_dataset", "fingerprint": "fb1fd1b1688f25dbbeb2497d5d7a8e8cf6af458bcdba0f16de92deb6384a42e9", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1650", "issue_number": "1650", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-7fcacb67d1bb1fe0", "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: Rul1an/assay\nThread: Rul1an/assay#1650\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: Rul1an/assay\nThread: Rul1an/assay#1650\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1650\nRepo: Rul1an/assay\nIssue/PR number: 1650\nGraph consistency label: supported_by_high_confidence_link\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\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/Rul1an/assay", "source_id": "graph-query-motif_query-84c9937cff9d6870", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336315, "scanner": "foundry_dataset", "fingerprint": "8f7e71bcb292f7625f732987ec049272411b0c3052641248665a64e2e1c39f9d", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1649", "issue_number": "1649", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-9c44ff5aebe49043", "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: Rul1an/assay\nThread: Rul1an/assay#1649\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: Rul1an/assay\nThread: Rul1an/assay#1649\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1649\nRepo: Rul1an/assay\nIssue/PR number: 1649\nGraph consistency label: supported_by_high_confidence_link\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\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/Rul1an/assay", "source_id": "graph-query-motif_query-127148945ed5fdd3", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336314, "scanner": "foundry_dataset", "fingerprint": "e9fedf03348baf03093e7f3bfbccf9c071d19a8d439ee3fdf698e1ab5c765867", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1648", "issue_number": "1648", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-ebe71920c1521073", "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: Rul1an/assay\nThread: Rul1an/assay#1648\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: Rul1an/assay\nThread: Rul1an/assay#1648\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1648\nRepo: Rul1an/assay\nIssue/PR number: 1648\nGraph consistency label: supported_by_high_confidence_link\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\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/Rul1an/assay", "source_id": "graph-query-motif_query-14ed56058af98539", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336313, "scanner": "foundry_dataset", "fingerprint": "a3eab4bf2df26314f222bfe28ede89f6d78708cf225cdfd2729f7221e20f5e22", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1647", "issue_number": "1647", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-5f9afcc9104f53cf", "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: Rul1an/assay\nThread: Rul1an/assay#1647\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: Rul1an/assay\nThread: Rul1an/assay#1647\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1647\nRepo: Rul1an/assay\nIssue/PR number: 1647\nGraph consistency label: weak_supervision_needs_review\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2}\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/Rul1an/assay", "source_id": "graph-query-motif_query-ae9a4d8031a82f68", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336312, "scanner": "foundry_dataset", "fingerprint": "beb6d43f77d0f7fab0b128759f44b02236fba760180b4415f3afe73c68901100", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 1, "test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1646", "issue_number": "1646", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-1c4fac9cf16703aa", "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: Rul1an/assay\nThread: Rul1an/assay#1646\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: Rul1an/assay\nThread: Rul1an/assay#1646\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1646\nRepo: Rul1an/assay\nIssue/PR number: 1646\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2}\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/Rul1an/assay", "source_id": "graph-query-motif_query-76ff40dfbd83c063", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336311, "scanner": "foundry_dataset", "fingerprint": "7edb1ebcbf2a162b0641c5135273a07ed0e203402ac99a9948e1f05b7515a5ce", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1645", "issue_number": "1645", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-5db62c5d12eda8cc", "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: Rul1an/assay\nThread: Rul1an/assay#1645\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: Rul1an/assay\nThread: Rul1an/assay#1645\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1645\nRepo: Rul1an/assay\nIssue/PR number: 1645\nGraph consistency label: weak_supervision_needs_review\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2}\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/Rul1an/assay", "source_id": "graph-query-motif_query-1620af05c6718404", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336310, "scanner": "foundry_dataset", "fingerprint": "0d21aafb7c535ab2d82fb784f8da0aa8313199d7a21a36e19480430d43fa1ddf", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 1, "test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1643", "issue_number": "1643", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-f07b8c8132ec86c3", "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: Rul1an/assay\nThread: Rul1an/assay#1643\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: Rul1an/assay\nThread: Rul1an/assay#1643\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1643\nRepo: Rul1an/assay\nIssue/PR number: 1643\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\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/Rul1an/assay", "source_id": "graph-query-motif_query-e1d51f78687f165c", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336309, "scanner": "foundry_dataset", "fingerprint": "16a80faa9ac3742fc575092a5d0b6a998d175b01ee50161fb59a7aa338eb3359", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 1, "test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1642", "issue_number": "1642", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-49247058e8fbfb3e", "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: Rul1an/assay\nThread: Rul1an/assay#1642\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: Rul1an/assay\nThread: Rul1an/assay#1642\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1642\nRepo: Rul1an/assay\nIssue/PR number: 1642\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2}\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/Rul1an/assay", "source_id": "graph-query-motif_query-2fb38c42b38527b4", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336308, "scanner": "foundry_dataset", "fingerprint": "a9e98e5c0d9bc3a4a33c5e9333cfe9c547119da0e0abe4a70ba21b9006ea0a48", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1641", "issue_number": "1641", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-b65ee277ffe806b2", "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: Rul1an/assay\nThread: Rul1an/assay#1641\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: Rul1an/assay\nThread: Rul1an/assay#1641\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1641\nRepo: Rul1an/assay\nIssue/PR number: 1641\nGraph consistency label: weak_supervision_needs_review\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2}\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/Rul1an/assay", "source_id": "graph-query-motif_query-cc675724a2fea45e", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 336307, "scanner": "foundry_dataset", "fingerprint": "2c7a763da844400f5cc3685ea64a1407b6591eb797290493d933cee0c3ec2a26", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1637", "issue_number": "1637", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-83e4733e4bbf4d9b", "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: Rul1an/assay\nThread: Rul1an/assay#1637\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: Rul1an/assay\nThread: Rul1an/assay#1637\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1637\nRepo: Rul1an/assay\nIssue/PR number: 1637\nGraph consistency label: supported_by_high_confidence_link\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 5, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'comment_has_related_commit_context': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\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/Rul1an/assay", "source_id": "graph-query-motif_query-e87113cc71e08b8d", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 328287, "scanner": "foundry_dataset", "fingerprint": "7703dbc6082a72035bf79661434c12c6416365717278dab8f6a7e3c571b91e0c", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"test_ci_gap": 1, "partial blueprint fit": 1, "human_feedback_general": 3, "data_schema_persistence": 1, "unlinked_human_feedback": 3, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 5, "blueprint_human_gap_alignment": 2, "blueprint_human_gap_disagreement": 2, "human_reported_issue_no_linked_fix": 2, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"not_resolved_or_not_observed": 4, "ambiguous_needs_more_evidence": 10}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 47, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 5, "thread_has_comment": 5, "alignment_uses_comment": 4, "alignment_uses_finding": 4, "chain_has_link_quality": 11, "comment_aligns_finding": 4, "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": 31, "node_types": {"repo": 1, "thread": 1, "comment": 5, "alignment": 4, "fix_outcome": 1, "issue_chain": 1, "link_quality": 11, "comment_chain": 5, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#9", "issue_number": "9", "quality_tiers": {"unresolved": 7, "assumption_check": 4}, "repo_full_name": "Rul1an/assay", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-e39d5c13d2d26b3b", "graph_gold_label": "assumption_check", "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: assumption_check\nRepo: Rul1an/assay\nThread: Rul1an/assay#9\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: Rul1an/assay\nThread: Rul1an/assay#9\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#9\nRepo: Rul1an/assay\nIssue/PR number: 9\nGraph consistency label: assumption_check\nNodes: 31\nEdges: 47\nNode types: {'link_quality': 11, 'comment': 5, 'comment_chain': 5, 'alignment': 4, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 11, 'thread_has_comment': 5, 'thread_has_comment_chain': 5, 'comment_has_chain': 5, 'issue_chain_has_comment_chain': 5, 'alignment_uses_comment': 4, 'alignment_uses_finding': 4, 'comment_aligns_finding': 4, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 5, 'human_feedback_general': 3, 'unlinked_human_feedback': 3, 'human_reported_issue_no_linked_fix': 2, 'not_resolved_or_not_observed': 2, 'thread_has_human_issue_without_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'blueprint_human_gap_disagreement': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'test_ci_gap': 1, 'partial blueprint fit': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 10, 'not_resolved_or_not_observed': 4}\nQuality tiers: {'unresolved': 7, 'assumption_check': 4}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-82d60b66c9187016", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 328286, "scanner": "foundry_dataset", "fingerprint": "ee7b8b9b19819eeb3665780b127555ec8952d0432491727c4eb04b0c8ea50c69", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"api_integration_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "data_schema_persistence": 2, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 6, "blueprint_human_gap_alignment": 3, "blueprint_human_gap_disagreement": 3, "human_reported_issue_no_linked_fix": 4, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"not_resolved_or_not_observed": 12}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 50, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 4, "thread_has_comment": 4, "alignment_uses_comment": 6, "alignment_uses_finding": 6, "chain_has_link_quality": 12, "comment_aligns_finding": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 4, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 4}, "node_count": 32, "node_types": {"repo": 1, "thread": 1, "comment": 4, "alignment": 6, "fix_outcome": 1, "issue_chain": 1, "link_quality": 12, "comment_chain": 4, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#77", "issue_number": "77", "quality_tiers": {"unresolved": 6, "assumption_check": 6}, "repo_full_name": "Rul1an/assay", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-069915f283650f91", "graph_gold_label": "assumption_check", "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: assumption_check\nRepo: Rul1an/assay\nThread: Rul1an/assay#77\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: Rul1an/assay\nThread: Rul1an/assay#77\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#77\nRepo: Rul1an/assay\nIssue/PR number: 77\nGraph consistency label: assumption_check\nNodes: 32\nEdges: 50\nNode types: {'link_quality': 12, 'alignment': 6, 'comment': 4, 'comment_chain': 4, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 12, 'alignment_uses_comment': 6, 'alignment_uses_finding': 6, 'comment_aligns_finding': 6, 'thread_has_comment': 4, 'thread_has_comment_chain': 4, 'comment_has_chain': 4, 'issue_chain_has_comment_chain': 4, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 6, 'human_reported_issue_no_linked_fix': 4, 'blueprint_human_gap_alignment': 3, 'blueprint_human_gap_disagreement': 3, 'data_schema_persistence': 2, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'security_auth_secret': 1, 'partial blueprint fit': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 12}\nQuality tiers: {'unresolved': 6, 'assumption_check': 6}\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/Rul1an/assay", "source_id": "graph-query-motif_query-fbde3e6f2e0da08d", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 328285, "scanner": "foundry_dataset", "fingerprint": "c7d420e1f3156f66f9a1706a7ff453fa2e6765dbecc8e38924922c14a08d1fb8", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"partial blueprint fit": 1, "human_feedback_general": 11, "data_schema_persistence": 1, "unlinked_human_feedback": 11, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "ambiguous_needs_more_evidence": 13, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"not_resolved_or_not_observed": 2, "ambiguous_needs_more_evidence": 26}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 74, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 12, "thread_has_comment": 12, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 16, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 12, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 12}, "node_count": 48, "node_types": {"repo": 1, "thread": 1, "comment": 12, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 16, "comment_chain": 12, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#4", "issue_number": "4", "quality_tiers": {"unresolved": 14, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-8a9ace2b7a60716e", "graph_gold_label": "assumption_check", "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: assumption_check\nRepo: Rul1an/assay\nThread: Rul1an/assay#4\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: Rul1an/assay\nThread: Rul1an/assay#4\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#4\nRepo: Rul1an/assay\nIssue/PR number: 4\nGraph consistency label: assumption_check\nNodes: 48\nEdges: 74\nNode types: {'link_quality': 16, 'comment': 12, 'comment_chain': 12, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 16, 'thread_has_comment': 12, 'thread_has_comment_chain': 12, 'comment_has_chain': 12, 'issue_chain_has_comment_chain': 12, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 13, 'human_feedback_general': 11, 'unlinked_human_feedback': 11, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 26, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'unresolved': 14, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-771273439984a72e", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 328284, "scanner": "foundry_dataset", "fingerprint": "6d7a2cfc379dec44682824aad2306aadb897e3f6ebdb11e71c6614241d496bfc", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"test_ci_gap": 1, "docs_or_claims": 2, "source_or_other": 2, "partial blueprint fit": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "ci_pending_or_incomplete": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 2, "blueprint_human_gap_disagreement": 2, "comment_has_related_commit_context": 2, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"ambiguous_needs_more_evidence": 8}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 4}, "synthetic": false, "edge_count": 57, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 1, "thread_touches_file": 4, "comment_chain_has_ci": 2, "thread_has_pr_review": 1, "alignment_uses_comment": 4, "alignment_uses_finding": 4, "chain_has_link_quality": 8, "comment_aligns_finding": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 4, "thread_has_comment_chain": 2, "comment_chain_links_commit": 7, "comment_chain_touches_file": 8, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 31, "node_types": {"repo": 1, "commit": 4, "thread": 1, "comment": 1, "pr_file": 4, "alignment": 4, "pr_review": 1, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 8, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1717", "issue_number": "1717", "quality_tiers": {"high_confidence": 4, "assumption_check": 4}, "repo_full_name": "Rul1an/assay", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-9e513d5220c036d8", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"docs_or_claims": 10, "source_or_other": 10}}, "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: Rul1an/assay\nThread: Rul1an/assay#1717\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: Rul1an/assay\nThread: Rul1an/assay#1717\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1717\nRepo: Rul1an/assay\nIssue/PR number: 1717\nGraph consistency label: supported_by_high_confidence_link\nNodes: 31\nEdges: 57\nNode types: {'link_quality': 8, 'pr_file': 4, 'commit': 4, 'alignment': 4, 'comment_chain': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_review': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 8, 'chain_has_link_quality': 8, 'comment_chain_links_commit': 7, 'thread_touches_file': 4, 'issue_chain_touches_file': 4, 'alignment_uses_comment': 4, 'alignment_uses_finding': 4, 'comment_aligns_finding': 4, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'comment_chain_has_ci': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_pr_review': 1, 'thread_has_issue_chain': 1}\nLabels: {'verification_or_tests': 4, 'ambiguous_needs_more_evidence': 4, 'docs_or_claims': 2, 'source_or_other': 2, 'comment_has_related_commit_context': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'blueprint_human_gap_disagreement': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'data_schema_persistence': 1, 'ci_pending_or_incomplete': 1, 'partial blueprint fit': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8}\nQuality tiers: {'high_confidence': 4, 'assumption_check': 4}\nCI labels: {'ci_pending_or_incomplete': 4}\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/Rul1an/assay", "source_id": "graph-query-motif_query-be297057b0450a1b", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 328283, "scanner": "foundry_dataset", "fingerprint": "b5992b4508c9fe87baaffebafd9f168d23b88a9d7015d2893268ca78a3ca6862", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 2, "test_or_ci": 1, "ui_or_frontend": 2, "agent_instruction_gap": 2, "partial blueprint fit": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 5, "human_reported_issue_then_verified_fix_attempt": 3}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_with_verification_signal": 10}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 55, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 1, "thread_touches_file": 3, "thread_has_pr_review": 2, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 7, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 3, "thread_has_comment_chain": 3, "comment_chain_links_commit": 11, "comment_chain_touches_file": 9, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 30, "node_types": {"repo": 1, "commit": 6, "thread": 1, "comment": 1, "pr_file": 3, "alignment": 2, "pr_review": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 3, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1710", "issue_number": "1710", "quality_tiers": {"high_confidence": 5, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-ddd906753f1025c4", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"test_or_ci": 6, "ui_or_frontend": 12}}, "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: Rul1an/assay\nThread: Rul1an/assay#1710\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: Rul1an/assay\nThread: Rul1an/assay#1710\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1710\nRepo: Rul1an/assay\nIssue/PR number: 1710\nGraph consistency label: supported_by_verification_signal\nNodes: 30\nEdges: 55\nNode types: {'link_quality': 7, 'commit': 6, 'pr_file': 3, 'comment_chain': 3, 'pr_review': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 11, 'comment_chain_touches_file': 9, 'chain_has_link_quality': 7, 'thread_touches_file': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'issue_chain_touches_file': 3, 'thread_has_pr_review': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1}\nLabels: {'claimed_resolved_with_verification_signal': 5, 'verification_or_tests': 4, 'human_reported_issue_then_verified_fix_attempt': 3, 'agent_instruction_gap': 2, 'ui_or_frontend': 2, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'test_or_ci': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 10}\nQuality tiers: {'high_confidence': 5, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-46162ec879ad0958", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 328282, "scanner": "foundry_dataset", "fingerprint": "5cd705e6b38010bdac6a5791084e0c5d88bea8ccb1e6335e63721424df0897e1", "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": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1676", "issue_number": "1676", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-de55b57dedbb9fce", "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: Rul1an/assay\nThread: Rul1an/assay#1676\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: Rul1an/assay\nThread: Rul1an/assay#1676\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1676\nRepo: Rul1an/assay\nIssue/PR number: 1676\nGraph consistency label: supported_by_high_confidence_link\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 4, 'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'comment_has_related_commit_context': 1, 'generated_provenance': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-ca7a01170bdb954b", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 328281, "scanner": "foundry_dataset", "fingerprint": "d4c9736578813c7be9b76242c4bb51eba39cdb92bcdbafa1af19fbaa8e62c22c", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1670", "issue_number": "1670", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-c2686de27d2d3f23", "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: Rul1an/assay\nThread: Rul1an/assay#1670\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: Rul1an/assay\nThread: Rul1an/assay#1670\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1670\nRepo: Rul1an/assay\nIssue/PR number: 1670\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-477b38322d8f1d4a", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 328280, "scanner": "foundry_dataset", "fingerprint": "71950b84f5b4e6f0005a459ec581b007e585f0757bd6cf29cab9174e8a2b8d6c", "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, "feature": 1, "partial blueprint fit": 1, "verification_or_tests": 3, "data_schema_persistence": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1668", "issue_number": "1668", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-b407bf300bafb9c7", "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: Rul1an/assay\nThread: Rul1an/assay#1668\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: Rul1an/assay\nThread: Rul1an/assay#1668\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1668\nRepo: Rul1an/assay\nIssue/PR number: 1668\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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, '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, 'feature': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-6007f302a2e72af9", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 328279, "scanner": "foundry_dataset", "fingerprint": "48a418286418ee7eb9420c80ec35fc38f9a860d323a1176034b8730e13699320", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1651", "issue_number": "1651", "quality_tiers": {"high_confidence": 3, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-2bb75b8ef14f697f", "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: Rul1an/assay\nThread: Rul1an/assay#1651\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: Rul1an/assay\nThread: Rul1an/assay#1651\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1651\nRepo: Rul1an/assay\nIssue/PR number: 1651\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-c89aea351b274145", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 328278, "scanner": "foundry_dataset", "fingerprint": "1ce7df19bc41e9634a91cc23eb6c33312384b2ecfe0c16d9bd30f1f8968be3e4", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1628", "issue_number": "1628", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-d686b2389a03cb86", "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: Rul1an/assay\nThread: Rul1an/assay#1628\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: Rul1an/assay\nThread: Rul1an/assay#1628\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1628\nRepo: Rul1an/assay\nIssue/PR number: 1628\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-01a4d88b19d86448", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 328277, "scanner": "foundry_dataset", "fingerprint": "92b14e9f78c0592198631ed4c60b10ff6edd310fe40c72e6959b414d72ac5e2c", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 2, "partial blueprint fit": 1, "verification_or_tests": 3, "data_schema_persistence": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1623", "issue_number": "1623", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-56a6625bd65c6997", "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: Rul1an/assay\nThread: Rul1an/assay#1623\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: Rul1an/assay\nThread: Rul1an/assay#1623\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1623\nRepo: Rul1an/assay\nIssue/PR number: 1623\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-cc66c25d829ee419", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 328276, "scanner": "foundry_dataset", "fingerprint": "1dcfedc6ac95922185c433148865a47a1ed7e0a6fba34ee1f80f3beb4340443d", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 1, "partial blueprint fit": 1, "verification_or_tests": 4, "data_schema_persistence": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 5, "comment_aligns_finding": 2, "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": 20, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 5, "comment_chain": 1, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1616", "issue_number": "1616", "quality_tiers": {"assumption_check": 2, "weak_supervision": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-d6cff9692a2671e2", "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: Rul1an/assay\nThread: Rul1an/assay#1616\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: Rul1an/assay\nThread: Rul1an/assay#1616\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1616\nRepo: Rul1an/assay\nIssue/PR number: 1616\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 24\nNode types: {'commit': 5, 'link_quality': 5, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 5, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 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': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-2f9c0d74257b362c", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 328275, "scanner": "foundry_dataset", "fingerprint": "584ab80b142dde4cccb754bb0b5e5ff41f4d933fc67b0b06cb2ce8359fdb0135", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"api_integration_gap": 1, "agent_instruction_gap": 4, "partial blueprint fit": 1, "human_feedback_general": 5, "data_schema_persistence": 2, "unlinked_human_feedback": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 9, "ambiguous_needs_more_evidence": 5, "blueprint_human_gap_alignment": 3, "blueprint_human_gap_disagreement": 3, "human_reported_issue_no_linked_fix": 7, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"not_resolved_or_not_observed": 18, "ambiguous_needs_more_evidence": 10}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 90, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 12, "thread_has_comment": 12, "alignment_uses_comment": 6, "alignment_uses_finding": 6, "chain_has_link_quality": 20, "comment_aligns_finding": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 12, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 12}, "node_count": 56, "node_types": {"repo": 1, "thread": 1, "comment": 12, "alignment": 6, "fix_outcome": 1, "issue_chain": 1, "link_quality": 20, "comment_chain": 12, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1", "issue_number": "1", "quality_tiers": {"unresolved": 14, "assumption_check": 6}, "repo_full_name": "Rul1an/assay", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-33fb83d821eb33ec", "graph_gold_label": "assumption_check", "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: assumption_check\nRepo: Rul1an/assay\nThread: Rul1an/assay#1\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: Rul1an/assay\nThread: Rul1an/assay#1\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1\nRepo: Rul1an/assay\nIssue/PR number: 1\nGraph consistency label: assumption_check\nNodes: 56\nEdges: 90\nNode types: {'link_quality': 20, 'comment': 12, 'comment_chain': 12, 'alignment': 6, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 20, 'thread_has_comment': 12, 'thread_has_comment_chain': 12, 'comment_has_chain': 12, 'issue_chain_has_comment_chain': 12, 'alignment_uses_comment': 6, 'alignment_uses_finding': 6, 'comment_aligns_finding': 6, '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': 9, 'human_reported_issue_no_linked_fix': 7, 'human_feedback_general': 5, 'unlinked_human_feedback': 5, 'ambiguous_needs_more_evidence': 5, 'agent_instruction_gap': 4, 'blueprint_human_gap_alignment': 3, 'blueprint_human_gap_disagreement': 3, 'data_schema_persistence': 2, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'partial blueprint fit': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 18, 'ambiguous_needs_more_evidence': 10}\nQuality tiers: {'unresolved': 14, 'assumption_check': 6}\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/Rul1an/assay", "source_id": "graph-query-motif_query-bc98bdfb3407deea", "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": "Rul1an/assay", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: Rul1an/assay"}, "properties": {"repobilityId": 315940, "scanner": "foundry_dataset", "fingerprint": "cd153a044defe48d301655277b1fca26ca04b565f556b216a69c0aa19aa09164", "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": "Rul1an/assay#85", "human_labels": ["api_integration_gap", "security_auth_secret"], "issue_number": "85", "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": "Rul1an/assay", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-dd8fd1af197c613d", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#85\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: Rul1an/assay#85\nRepo: Rul1an/assay\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, 'security_auth_secret': 1}\nPolarities: {'bad': 2}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-52b2a2373696fae3\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/85#issuecomment-3826044008\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/85#issuecomment-3826044008\\nTitle: \\nBody:\\nClosing: nix 0.27 \u2192 0.31 triggers a Clippy ICE (Internal Compiler Error). This is a Clippy bug, not a code issue.\\n\\nThe nix crate major version bump requires coordinated API changes and Clippy 1.93 has a known issue with certain nix patterns.\\n\\nWill add to dependabot ignore list and revisit when Clippy is updated.\"\n  },\n  {\n    \"id\": \"github-feedback-comment-8b29ba2e0301ad05\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/85#issuecomment-3826044131\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: dependabot[bot] (Bot)\\nURL: https://github.com/Rul1an/assay/pull/85#issuecomment-3826044131\\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-2bb2fec840629fa0\", \"evidence-chain-comment_to_commit-3f3324ad5028e9f0\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Rul1an/assay\nGraph label: source_backed_multi_signal_graph\nNodes: 16\nEdges: 24\nNod\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-bad_chains-e2b691fa117fc6cd", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: Rul1an/assay"}, "properties": {"repobilityId": 315939, "scanner": "foundry_dataset", "fingerprint": "82330a7276aa25fe28c6507ad9d1865c88f24d27fcf878c75823860978de0183", "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": "Rul1an/assay#82", "human_labels": ["test_ci_gap"], "issue_number": "82", "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": "Rul1an/assay", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-74307edf548f5991", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#82\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: Rul1an/assay#82\nRepo: Rul1an/assay\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: {'test_ci_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-d02903dc0753ae0f\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/82#issuecomment-3825667203\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: dependabot[bot] (Bot)\\nURL: https://github.com/Rul1an/assay/pull/82#issuecomment-3825667203\\nTitle: \\nBody:\\n### Labels\\n\\nThe following labels could not be found: `ci`, `dependencies`. 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]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-5bd544e30aa16991\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Rul1an/assay\nGraph label: source_backed_multi_signal_graph\nNodes: 16\nEdges: 24\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"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_schemas_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, \"schemas\": 2}\nBundle labels: {\"source_backed_fake_real_verification_bundle\": 1}\nCo-occurrence labels: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-bad_chains-396da0cbaf2150fb", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: Rul1an/assay"}, "properties": {"repobilityId": 315938, "scanner": "foundry_dataset", "fingerprint": "acd09504188d1816f7047e7e2acb442e1d22eb068956cc285275beb649bdba02", "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": "Rul1an/assay#80", "human_labels": ["ui_workflow_gap"], "issue_number": "80", "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": "Rul1an/assay", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-13c7da5f62e7d236", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#80\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: Rul1an/assay#80\nRepo: Rul1an/assay\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: {'ui_workflow_gap': 2}\nPolarities: {'bad': 2}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-b35c22507e86e10b\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"ui_workflow_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/80#issuecomment-3825548092\",\n    \"text\": \"GitHub feedback: ui_workflow_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: github-actions[bot] (Bot)\\nURL: https://github.com/Rul1an/assay/pull/80#issuecomment-3825548092\\nTitle: \\nBody:\\n<h2><a href=\\\"https://bencher.dev/perf/assay/reports/b1993ce0-1b9b-4544-9767-d1030fad39a7?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr%2Bcomments&utm_term=assay\\\"><img src=\\\"https://bencher.dev/favicon.svg\\\" width=\\\"24\\\" height=\\\"24\\\" alt=\\\"\ud83d\udc30\\\" /> Bencher Report</a></h2><table><tr><td>Branch</td><td><a href=\\\"https://bencher.dev/perf/assay/branches/feat-dx-p0-blessed-flow?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr%2Bcomments&utm_term=assay\\\">feat/dx-p0-blessed-flow</a></td></tr><tr><td>Testbed</td><td><a href=\\\"https://bencher.dev/perf/assay/testbeds/ubuntu-latest?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr%2Bcomments&utm_term=assay\\\">ubuntu-latest</a></td></tr></table><details><summary>Click to view all benchmark results</summary><br /><table><thead><tr><th>Benchmark</th><th><a href=\\\"https://bencher.dev/perf/assay/measures/latency?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr%2Bc\"\n  },\n  {\n    \"id\": \"github-feedback-comment-71e2c960120c7485\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"ui_workflow_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/80#issuecomment-3825553098\",\n    \"text\": \"GitHub feedback: ui_workflow_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: github-actions[bot] (Bot)\\nURL: https://github.com/Rul1an/assay/pull/80#issuecomment-3825553098\\nTitle: \\nBody:\\n<h2><a href=\\\"https://bencher.dev/perf/assay/reports/132702ee-a4e3-4d1c-ae9b-6f436cede909?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr%2Bcomments&utm_term=assay\\\"><img src=\\\"https://bencher.dev/favicon.svg\\\" width=\\\"24\\\" height=\\\"24\\\" alt=\\\"\ud83d\udc30\\\" /> Bencher Report</a></h2><table><tr><td>\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-bad_chains-1bc010afa959b244", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: Rul1an/assay"}, "properties": {"repobilityId": 315937, "scanner": "foundry_dataset", "fingerprint": "36abb29a8fe0987d0b19e2bfba108a340ea642009404ca6af0141b677b04a922", "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": "Rul1an/assay#77", "human_labels": ["api_integration_gap", "data_schema_persistence", "security_auth_secret"], "issue_number": "77", "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": "Rul1an/assay", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-e3b6c73a7a22a252", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#77\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: Rul1an/assay#77\nRepo: Rul1an/assay\nThread label: thread_has_human_issue_without_fix_context\nOutcome: not_resolved_or_not_observed\nComment count: 4\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'api_integration_gap': 1, 'data_schema_persistence': 2, 'security_auth_secret': 1}\nPolarities: {'bad': 4}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-b05f1a8c09230ee9\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/77#issuecomment-3824502567\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: dependabot[bot] (Bot)\\nURL: https://github.com/Rul1an/assay/pull/77#issuecomment-3824502567\\nTitle: \\nBody:\\n### Labels\\n\\nThe following labels could not be found: `dependencies`, `rust`. 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-bc6d6977f1f98b58\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"data_schema_persistence\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/77#issuecomment-3825910644\",\n    \"text\": \"GitHub feedback: data_schema_persistence\\nPolarity: bad\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/77#issuecomment-3825910644\\nTitle: \\nBody:\\nClosing: rand 0.9 has breaking API changes that require manual code updates:\\n- `rand::distributions` module structure changed\\n- `StdRng::from_entropy()` removed (use `StdRng::from_os_rng()` or `StdRng::from_rng(&mut OsRng)`)\\n\\nThis needs manual migration work, not a simple version bump.\"\n  },\n  {\n    \"id\": \"github-feedback-comment-12520d3f6201dcdd\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/77#issuecomment-3825910745\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: dependabot[bot] (Bot)\\nURL: https://github.com/Rul1an/assay/pull/77#issuecomment-3825910745\\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 `@depe\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-bad_chains-6f7fe945c8569bf2", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: Rul1an/assay"}, "properties": {"repobilityId": 315936, "scanner": "foundry_dataset", "fingerprint": "32280d7ee9c5d5b20aaa67b6ade3d54e4ebbeefa0a54c7ee4423e066c1988c45", "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": "Rul1an/assay#74", "human_labels": ["human_feedback_general", "security_auth_secret", "test_ci_gap"], "issue_number": "74", "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": "Rul1an/assay", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-4c6ae0e1356f60f4", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#74\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: Rul1an/assay#74\nRepo: Rul1an/assay\nThread label: thread_has_human_issue_without_fix_context\nOutcome: not_resolved_or_not_observed\nComment count: 3\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'test_ci_gap': 1, 'human_feedback_general': 1, 'security_auth_secret': 1}\nPolarities: {'bad': 2, 'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-aaab26eda6261fbf\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/74#issuecomment-3824500223\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: dependabot[bot] (Bot)\\nURL: https://github.com/Rul1an/assay/pull/74#issuecomment-3824500223\\nTitle: \\nBody:\\n### Labels\\n\\nThe following labels could not be found: `ci`, `dependencies`. 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-079b71f12cae3181\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/74#issuecomment-3825661339\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/74#issuecomment-3825661339\\nTitle: \\nBody:\\nClosing: This is a major version bump (v3 \u2192 v4) that Dependabot shouldn't have created automatically. Major version bumps can have breaking changes and need manual review. The current v3 SHA is working correctly.\"\n  },\n  {\n    \"id\": \"github-feedback-comment-bf720f590c841de8\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/74#issuecomment-3825661463\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: dependabot[bot] (Bot)\\nURL: https://github.com/Rul1an/assay/pull/74#issuecomment-3825661463\\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 rel\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-bad_chains-5af529386dcfa1af", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: Rul1an/assay"}, "properties": {"repobilityId": 315935, "scanner": "foundry_dataset", "fingerprint": "bbc1e81e10a4ee56a530047752d443c826be2d2dd1bad341eb164fff292f976b", "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": "Rul1an/assay#72", "human_labels": ["human_feedback_general", "test_ci_gap"], "issue_number": "72", "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": "Rul1an/assay", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-a90a05cb7d1ce277", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#72\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: Rul1an/assay#72\nRepo: Rul1an/assay\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: {'test_ci_gap': 1, 'human_feedback_general': 1}\nPolarities: {'bad': 1, 'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-e4df907d3393c5a4\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/72#issuecomment-3824499555\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: dependabot[bot] (Bot)\\nURL: https://github.com/Rul1an/assay/pull/72#issuecomment-3824499555\\nTitle: \\nBody:\\n### Labels\\n\\nThe following labels could not be found: `ci`, `dependencies`. 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-c3e3496991abe389\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/72#issuecomment-3825663321\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: dependabot[bot] (Bot)\\nURL: https://github.com/Rul1an/assay/pull/72#issuecomment-3825663321\\nTitle: \\nBody:\\nLooks like actions/upload-artifact is no longer being updated by Dependabot, so this is no longer needed.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-73879ca88a4a13bd\", \"evidence-chain-comment_to_commit-5364d724e8760624\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Rul1an/assay\nGraph label: source_backed_multi_signal_graph\nNodes: 16\nEdges: 24\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"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_schemas_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, \"schemas\": 2}\nBundle labels: {\"source_backed_fake_real_veri\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-bad_chains-1248ead4baa570c9", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: Rul1an/assay"}, "properties": {"repobilityId": 315934, "scanner": "foundry_dataset", "fingerprint": "e9d00aa93d19ba67e06eb8577d9bc4568d6c304d8cdce22982f0489d8ef4218e", "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": "Rul1an/assay#69", "human_labels": ["human_feedback_general", "test_ci_gap"], "issue_number": "69", "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": "Rul1an/assay", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-f1b67d8ca616f865", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#69\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: Rul1an/assay#69\nRepo: Rul1an/assay\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: {'test_ci_gap': 1, 'human_feedback_general': 1}\nPolarities: {'bad': 1, 'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-6c131d9db08966ad\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/69#issuecomment-3824498698\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: dependabot[bot] (Bot)\\nURL: https://github.com/Rul1an/assay/pull/69#issuecomment-3824498698\\nTitle: \\nBody:\\n### Labels\\n\\nThe following labels could not be found: `ci`, `dependencies`. 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Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "Rul1an/assay#60", "human_labels": ["security_auth_secret"], "issue_number": "60", "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": "Rul1an/assay", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-ecb9d48095e05391", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#60\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: Rul1an/assay#60\nRepo: Rul1an/assay\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: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-99f65df86b54ada7\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/60#issuecomment-3814302952\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: gitguardian[bot] (Bot)\\nURL: https://github.com/Rul1an/assay/pull/60#issuecomment-3814302952\\nTitle: \\nBody:\\n#### \ufe0f\u2705 There are no secrets present in this pull request anymore.\\n\\nIf these secrets were true positive and are still valid, we highly recommend you to revoke them.\\nWhile these secrets were previously flagged, we no longer have a reference to the\\nspecific commits where they were detected. Once a secret has been leaked into a git\\nrepository, you should consider it compromised, even if it was deleted immediately.\\nFind [here](https://docs.gitguardian.com/platform/remediate/remediate-incidents) more information about risks.\\n\\n---\\n\\n<sup><sub>\ud83e\udd89 [GitGuardian](https://dashboard.gitguardian.com/auth/login/?utm_medium=checkruns&amp;utm_source=github&amp;utm_campaign=cr1) detects secrets in your source code to help developers and security teams secure the modern development process. You are seeing this because you or someone else with access to this repository has authorized GitGuardian to scan your pull request.<br/></sup></sub>\\n\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-fd647e1ce7dc6921\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Rul1an/assay\nGraph label: source_backed_multi_signal_graph\nNodes: 16\nEdges: 24\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"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_schemas_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/Rul1an/assay", "source_id": "comment-chain-pattern-bad_chains-3a7fb8e64f23c5a8", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: Rul1an/assay"}, "properties": {"repobilityId": 315930, "scanner": "foundry_dataset", "fingerprint": "57c656d6460b8c6cb3f664bd5364af6e0947edc500dfc6af7a76072ab1bf43c6", "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": "Rul1an/assay#53", "human_labels": ["human_feedback_general", "test_ci_gap"], "issue_number": "53", "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": "Rul1an/assay", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-d2837e858ff16344", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#53\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: Rul1an/assay#53\nRepo: Rul1an/assay\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: {'test_ci_gap': 1, 'human_feedback_general': 1}\nPolarities: {'bad': 1, 'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-e7b679ead3ac2466\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/53#issuecomment-3802235419\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: gitguardian[bot] (Bot)\\nURL: https://github.com/Rul1an/assay/pull/53#issuecomment-3802235419\\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 to compromising the associated services or software components.\\n\\n\\n\\n<details>\\n<summary>\ud83d\udd0e Detected hardcoded secret in your pull request</summary>\\n<br>\\n\\n| GitGuardian id | GitGuardian status | Secret                         | Commit           | Filename        |                      |\\n| -------------- | ------------------ | ------------------------------ | ---------------- | --------------- | -------------------- |\\n| [26452815](https://dashboard.gitguardian.com/workspace/715906/incidents/26452815?occurrence=239745537) | Triggered | Generic CLI Secret | 7cd3078316a6cd1bb1fc1ddfc013ba6aa64aabd7 | crates/assay-cli/src/cli/commands/evidence/mapping.rs | [View secret](https://github.com/Rul1an/assay/commit/7cd3078316a6cd1bb1fc1ddfc013ba6aa64aabd7#diff-4b29bfa00d2802d65b1c4a88f6f4759c269431229d2ff58d7090628ecc03d4a4\"\n  },\n  {\n    \"id\": \"github-feedback-comment-d2e3d1e3b74a3e01\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/53#issuecomment-3804234781\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/53#issuecomment-3804234781\\nTitle: \\nBody:\\nMerged manually via squash in 6bc3556 and cleaned up in 85a40f2.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-8407ac7cc349ed6c\", \"evidence-chain-comment_to_commit-d4a19a50ac7479f3\"]\nSource graph evidence:\nSou\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-bad_chains-db4b930addcde98f", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: Rul1an/assay"}, "properties": {"repobilityId": 315929, "scanner": "foundry_dataset", "fingerprint": "3f5fad3ed71c037bcb3338cf22540e706c1afca4cfd3703739b6118aabf55d3c", "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": "Rul1an/assay#26", "human_labels": ["security_auth_secret"], "issue_number": "26", "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": "Rul1an/assay", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-58b0421c2c001821", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#26\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: Rul1an/assay#26\nRepo: Rul1an/assay\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: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-86c3aed26270e048\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/26#issuecomment-3720506949\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: github-advanced-security[bot] (Bot)\\nURL: https://github.com/Rul1an/assay/pull/26#issuecomment-3720506949\\nTitle: \\nBody:\\nThis pull request sets up GitHub code scanning for this repository. Once the scans have completed and the checks have passed, the analysis results for this pull request branch will appear on [this overview](/Rul1an/assay/security/code-scanning?query=pr%3A26+is%3Aopen). Once you merge this pull request, the 'Security' tab will show more code scanning analysis results (for example, for the default branch). Depending on your configuration and choice of analysis tool, future pull requests will be annotated with code scanning analysis results. For more information about GitHub code scanning, check out [the documentation](https://docs.github.com/code-security/code-scanning/introduction-to-code-scanning/about-code-scanning). \"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-d717e92d7b2d0267\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Rul1an/assay\nGraph label: source_backed_multi_signal_graph\nNodes: 16\nEdges: 24\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"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_schemas_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, \"schemas\": 2}\nBundle labels: {\"source_backed_fake_real_verification_bundle\": 1}\nCo-occurrence labels: {\"fake_real_data_plus_verification_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-bad_chains-dc9411bd62199bfe", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: Rul1an/assay"}, "properties": {"repobilityId": 315928, "scanner": "foundry_dataset", "fingerprint": "2d241326a66ccd22ffae918fb2f708022fba1443c4ae340dd9269470e5f69c41", "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": "Rul1an/assay#23", "human_labels": ["security_auth_secret"], "issue_number": "23", "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": "Rul1an/assay", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-dbf9962515b14c03", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#23\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: Rul1an/assay#23\nRepo: Rul1an/assay\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: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-cad772afc7ec4956\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/23#issuecomment-3712540600\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: issue_comment\\nRepo: Rul1an/assay\\nAuthor: gitguardian[bot] (Bot)\\nURL: https://github.com/Rul1an/assay/pull/23#issuecomment-3712540600\\nTitle: \\nBody:\\n#### \ufe0f\u2705 There are no secrets present in this pull request anymore.\\n\\nIf these secrets were true positive and are still valid, we highly recommend you to revoke them.\\nWhile these secrets were previously flagged, we no longer have a reference to the\\nspecific commits where they were detected. Once a secret has been leaked into a git\\nrepository, you should consider it compromised, even if it was deleted immediately.\\nFind [here](https://docs.gitguardian.com/platform/remediate/remediate-incidents) more information about risks.\\n\\n---\\n\\n<sup><sub>\ud83e\udd89 [GitGuardian](https://dashboard.gitguardian.com/auth/login/?utm_medium=checkruns&amp;utm_source=github&amp;utm_campaign=cr1) detects secrets in your source code to help developers and security teams secure the modern development process. You are seeing this because you or someone else with access to this repository has authorized GitGuardian to scan your pull request.<br/></sup></sub>\\n\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-fd0e7c1c459d5e83\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Rul1an/assay\nGraph label: source_backed_multi_signal_graph\nNodes: 16\nEdges: 24\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"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_schemas_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/Rul1an/assay", "source_id": "comment-chain-pattern-bad_chains-25a54d2efea07606", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: Rul1an/assay"}, "properties": {"repobilityId": 315927, "scanner": "foundry_dataset", "fingerprint": "ecd256bf72998b8215b3c64554e1e9256d5a3655c056a794f6d79384ce56c259", "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": "Rul1an/assay#1631", "human_labels": ["mock_placeholder"], "issue_number": "1631", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "Rul1an/assay", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-58e61b62b3e7bb7d", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1631\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: Rul1an/assay#1631\nRepo: Rul1an/assay\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'mock_placeholder': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-bc5a43d16cada714\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"mock_placeholder\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1631\",\n    \"text\": \"GitHub feedback: mock_placeholder\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1631\\nTitle: feat(mcp): enforcing proxy mode \u2014 deny-all (P61e-b)\\nBody:\\nThe first code slice of the enforcing-proxy arc, kept deliberately tiny. 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Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "Rul1an/assay#1620", "human_labels": ["mock_placeholder"], "issue_number": "1620", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "Rul1an/assay", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-37d8d8a78e37a425", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1620\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: Rul1an/assay#1620\nRepo: Rul1an/assay\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'mock_placeholder': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-8bf7d52c90f5af2e\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"mock_placeholder\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1620\",\n    \"text\": \"GitHub feedback: mock_placeholder\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1620\\nTitle: feat(mcp): proxy manifest observation \u2014 pagination tracker + emission (P61c)\\nBody:\\nP61c connects the P61b forwarding skeleton to the P60 manifest evidence loop. 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Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "bad_chains", "synthetic": false, "thread_key": "Rul1an/assay#1619", "human_labels": ["mock_placeholder"], "issue_number": "1619", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "Rul1an/assay", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-d9af9fba309d4bb9", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1619\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, repo_has_isolated_helicopter_views, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: Rul1an/assay#1619\nRepo: Rul1an/assay\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'mock_placeholder': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-40482d047440cd03\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"mock_placeholder\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1619\",\n    \"text\": \"GitHub feedback: mock_placeholder\\nPolarity: bad\\nKind: pull_request_body\\nRepo: Rul1an/assay\\nAuthor: Rul1an (User)\\nURL: https://github.com/Rul1an/assay/pull/1619\\nTitle: feat(mcp): upstream proxy mode \u2014 manifest-observation forwarding skeleton (P61b)\\nBody:\\nThe first code slice of the P61 upstream proxy arc, and a different risk class from the docs that preceded it: a credential-adjacent forwarding component. So it is deliberately a **safe forwarding skeleton with hard denials** \u2014 manifest evidence and tool execution through the proxy are explicitly out.\\n\\n`assay-mcp-server proxy --upstream-command <cmd> [--upstream-arg <a>]\u2026` spawns one stdio upstream MCP server and forwards an exhaustive method allowlist \u2014 `initialize`, `notifications/initialized`, `ping`, `tools/list`, `notifications/tools/list_changed` \u2014 relaying the upstream's output back verbatim. Everything else, first of all `tools/call`, is denied with a proxy-originated error and **never reaches the upstream**. The load-bearing line holds: a credential-bearing proxy that relays privileged calls without a blocking decision is the confused-deputy trap, so privileged `tools/call` is never forwarded \u2014 not even observe-only.\\n\\nThe i\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-9a90cc6ffdbc67fb\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: Rul1an/assay\nGraph label: source_backed_multi_signal_graph\nNodes: 16\nEdges: 24\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"helicopter_repo_view\": 4, \"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_schemas_helicopter_view\": 2, \"repo_has_source_artifact\": 8, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"ci\":\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-bad_chains-96899d4f8ae00245", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: Rul1an/assay"}, "properties": {"repobilityId": 315924, "scanner": "foundry_dataset", "fingerprint": "64492688bb0c1e3b1a090a0f2e7a872e5e33a60924237332f11fdbc74c0da38f", "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": "Rul1an/assay#11", "human_labels": ["agent_instruction_gap", "deployment_env_gap", "human_feedback_general"], "issue_number": "11", "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": "Rul1an/assay", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-234a3fb6c1b2b04e", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#11\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: Rul1an/assay#11\nRepo: Rul1an/assay\nThread label: thread_has_human_issue_without_fix_context\nOutcome: not_resolved_or_not_observed\nComment count: 3\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'agent_instruction_gap': 1, 'human_feedback_general': 1, 'deployment_env_gap': 1}\nPolarities: {'bad': 2, 'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-3627095da096deb9\",\n    \"kind\": \"review_comment\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/11#discussion_r2656668327\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: review_comment\\nRepo: Rul1an/assay\\nAuthor: Copilot (Bot)\\nURL: https://github.com/Rul1an/assay/pull/11#discussion_r2656668327\\nTitle: \\nBody:\\nThe test threshold has been changed from 80.0 to 90.0, and the expected failure threshold from 80.1 to 90.1. This is not a formatting change but a substantive logic change to the test. According to the updated comment on line 324-325, this appears to be correcting the test to account for the overall coverage calculation (average of tool and rule coverage), but this should not be included in a formatting-only PR.\"\n  },\n  {\n    \"id\": \"github-feedback-comment-8502a1dc7b61fc7e\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/11#discussion_r2656668330\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: Rul1an/assay\\nAuthor: Copilot (Bot)\\nURL: https://github.com/Rul1an/assay/pull/11#discussion_r2656668330\\nTitle: \\nBody:\\nThe assertion has been changed from checking that untriggered.len() is greater than or equal to 2, to checking that it equals exactly 2. This is a substantive test logic change, not a formatting change, and should not be included in a PR that's solely about applying cargo fmt.\\n```suggestion\\n    assert!(untriggered.len() >= 2);\\n```\"\n  },\n  {\n    \"id\": \"github-feedback-comment-84c54b36c9f5897e\",\n    \"kind\": \"review_comment\",\n    \"label\": \"deployment_env_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/11#discussion_r2656668332\",\n    \"text\": \"GitHub feedback: deployment_env_gap\\nPolarity: bad\\nKind: review_comment\\nRepo: Rul1an/assay\\nAuthor: Copilot (Bot)\\nURL: https://github.com/Rul1an/assay/pull/11#discussion_r2656668332\\nTitle: \\nBody:\\nA debug output b\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-bad_chains-522aaf1ee20b4063", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: Rul1an/assay"}, "properties": {"repobilityId": 315923, "scanner": "foundry_dataset", "fingerprint": "58286a349fc3474f43d80c6fefd6092175def5d04ed7341a21a84edefe26f65a", "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": "Rul1an/assay#1", "human_labels": ["agent_instruction_gap", "api_integration_gap", "data_schema_persistence", "human_feedback_general"], "issue_number": "1", "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": "Rul1an/assay", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-f0aa542a8e899d33", "helicopter_views": {"graphs": 2, "schemas": 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": 4, "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: Rul1an/assay\nThread: Rul1an/assay#1\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: Rul1an/assay#1\nRepo: Rul1an/assay\nThread label: thread_has_human_issue_without_fix_context\nOutcome: not_resolved_or_not_observed\nComment count: 12\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'api_integration_gap': 1, 'human_feedback_general': 5, 'agent_instruction_gap': 4, 'data_schema_persistence': 2}\nPolarities: {'bad': 7, 'neutral': 5}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-f72143689ff5aef2\",\n    \"kind\": \"review_comment\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1#discussion_r2642493605\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: review_comment\\nRepo: Rul1an/assay\\nAuthor: Copilot (Bot)\\nURL: https://github.com/Rul1an/assay/pull/1#discussion_r2642493605\\nTitle: \\nBody:\\nOrphaned tool call responses are silently ignored (lines 195-198) without any logging or error reporting. This could make debugging difficult when responses arrive without matching requests. Consider adding at least a debug log or counter for orphaned responses to help users diagnose MCP transcript issues.\\n```suggestion\\n                        // Orphan response: no matching pending tool call request\\n                        eprintln!(\\n                            \\\"mcp_events_to_v2_trace: orphan ToolCallResponse with jsonrpc_id {:?} in episode {}\\\",\\n                            id,\\n                            episode_id\\n                        );\\n```\"\n  },\n  {\n    \"id\": \"github-feedback-comment-5722471cb5951b90\",\n    \"kind\": \"review_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/Rul1an/assay/pull/1#discussion_r2642493654\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: review_comment\\nRepo: Rul1an/assay\\nAuthor: Copilot (Bot)\\nURL: https://github.com/Rul1an/assay/pull/1#discussion_r2642493654\\nTitle: \\nBody:\\nThe date \\\"SUMMER2025\\\" is hardcoded in the trace data. Since the current date is December 23, 2025, this discount code name suggests a summer promotion that has already passed. While this is just example data, consider using either a year-agnostic name or updating to \\\"SUMMER2026\\\" for more realistic test data.\\n```suggestion\\n{\\\"type\\\":\\\"tool_call\\\",\\\"episode_id\\\":\\\"mcp_demo\\\",\\\"step_id\\\":\\\"step_002\\\",\\\"timestamp\\\":1766477466692,\\\"tool_name\\\":\\\"ApplyDiscount\\\",\\\"call_index\\\":0,\\\"args\\\":{\\\"code\\\":\\\"SUMMER_PROMO\\\"},\\\"ar\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "comment-chain-pattern-bad_chains-060f133fca57aced", "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": "Rul1an/assay", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: Rul1an/assay"}, "properties": {"repobilityId": 331987, "scanner": "foundry_dataset", "fingerprint": "1175e6ca39eca397d67823ecc4ecac2d61003566a4a22fccd4921accfc7c3b33", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"api_integration_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 4, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 2, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"not_resolved_or_not_observed": 8}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 24, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 18, "node_types": {"repo": 1, "thread": 1, "comment": 2, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#85", "issue_number": "85", "quality_tiers": {"unresolved": 4, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-b0df825dcb154e28", "graph_gold_label": "assumption_check", "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: assumption_check\nRepo: Rul1an/assay\nThread: Rul1an/assay#85\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: Rul1an/assay\nThread: Rul1an/assay#85\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#85\nRepo: Rul1an/assay\nIssue/PR number: 85\nGraph consistency label: assumption_check\nNodes: 18\nEdges: 24\nNode types: {'link_quality': 6, 'comment': 2, 'comment_chain': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 4, 'human_reported_issue_no_linked_fix': 2, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'security_auth_secret': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 8}\nQuality tiers: {'unresolved': 4, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-3fb7954e94a2a045", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 331986, "scanner": "foundry_dataset", "fingerprint": "4be8c8fa9bb097f36e3263512974ad6daf6b7afce2258431599d8b0720d875ae", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"api_integration_gap": 2, "security_auth_secret": 1, "partial blueprint fit": 1, "human_feedback_general": 5, "unlinked_human_feedback": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 7, "blueprint_human_gap_alignment": 2, "blueprint_human_gap_disagreement": 2, "human_reported_issue_no_linked_fix": 3, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"not_resolved_or_not_observed": 6, "ambiguous_needs_more_evidence": 14}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 62, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 8, "thread_has_comment": 8, "alignment_uses_comment": 4, "alignment_uses_finding": 4, "chain_has_link_quality": 14, "comment_aligns_finding": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 8, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 8}, "node_count": 40, "node_types": {"repo": 1, "thread": 1, "comment": 8, "alignment": 4, "fix_outcome": 1, "issue_chain": 1, "link_quality": 14, "comment_chain": 8, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#79", "issue_number": "79", "quality_tiers": {"unresolved": 10, "assumption_check": 4}, "repo_full_name": "Rul1an/assay", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-64c96706f7be69cd", "graph_gold_label": "assumption_check", "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: assumption_check\nRepo: Rul1an/assay\nThread: Rul1an/assay#79\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: Rul1an/assay\nThread: Rul1an/assay#79\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#79\nRepo: Rul1an/assay\nIssue/PR number: 79\nGraph consistency label: assumption_check\nNodes: 40\nEdges: 62\nNode types: {'link_quality': 14, 'comment': 8, 'comment_chain': 8, 'alignment': 4, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 14, 'thread_has_comment': 8, 'thread_has_comment_chain': 8, 'comment_has_chain': 8, 'issue_chain_has_comment_chain': 8, 'alignment_uses_comment': 4, 'alignment_uses_finding': 4, 'comment_aligns_finding': 4, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 7, 'human_feedback_general': 5, 'unlinked_human_feedback': 5, 'human_reported_issue_no_linked_fix': 3, 'not_resolved_or_not_observed': 3, 'api_integration_gap': 2, 'thread_has_human_issue_without_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'blueprint_human_gap_disagreement': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'partial blueprint fit': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 14, 'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 10, 'assumption_check': 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/Rul1an/assay", "source_id": "graph-query-motif_query-e73f7f153700a23a", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 331985, "scanner": "foundry_dataset", "fingerprint": "1b2d2c6b26aaf24ec354474390f4beb7893a76b99a2953fa99d462153f9b2951", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"api_integration_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "data_schema_persistence": 2, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 6, "blueprint_human_gap_alignment": 3, "blueprint_human_gap_disagreement": 3, "human_reported_issue_no_linked_fix": 4, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"not_resolved_or_not_observed": 12}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 50, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 4, "thread_has_comment": 4, "alignment_uses_comment": 6, "alignment_uses_finding": 6, "chain_has_link_quality": 12, "comment_aligns_finding": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 4, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 4}, "node_count": 32, "node_types": {"repo": 1, "thread": 1, "comment": 4, "alignment": 6, "fix_outcome": 1, "issue_chain": 1, "link_quality": 12, "comment_chain": 4, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#77", "issue_number": "77", "quality_tiers": {"unresolved": 6, "assumption_check": 6}, "repo_full_name": "Rul1an/assay", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-eaec5c5c3fbaefc5", "graph_gold_label": "assumption_check", "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: assumption_check\nRepo: Rul1an/assay\nThread: Rul1an/assay#77\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: Rul1an/assay\nThread: Rul1an/assay#77\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#77\nRepo: Rul1an/assay\nIssue/PR number: 77\nGraph consistency label: assumption_check\nNodes: 32\nEdges: 50\nNode types: {'link_quality': 12, 'alignment': 6, 'comment': 4, 'comment_chain': 4, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 12, 'alignment_uses_comment': 6, 'alignment_uses_finding': 6, 'comment_aligns_finding': 6, 'thread_has_comment': 4, 'thread_has_comment_chain': 4, 'comment_has_chain': 4, 'issue_chain_has_comment_chain': 4, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 6, 'human_reported_issue_no_linked_fix': 4, 'blueprint_human_gap_alignment': 3, 'blueprint_human_gap_disagreement': 3, 'data_schema_persistence': 2, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'security_auth_secret': 1, 'partial blueprint fit': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 12}\nQuality tiers: {'unresolved': 6, 'assumption_check': 6}\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/Rul1an/assay", "source_id": "graph-query-motif_query-327162ab3a3aa16a", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 331984, "scanner": "foundry_dataset", "fingerprint": "49099d19154e73efa88aef4ff6dd923686988f6a9778a2ab436afb20d261dd22", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"test_ci_gap": 1, "security_auth_secret": 1, "partial blueprint fit": 1, "human_feedback_general": 1, "unlinked_human_feedback": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 4, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "human_reported_issue_no_linked_fix": 2, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"not_resolved_or_not_observed": 8, "ambiguous_needs_more_evidence": 2}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 29, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 7, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 21, "node_types": {"repo": 1, "thread": 1, "comment": 3, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 3, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#74", "issue_number": "74", "quality_tiers": {"unresolved": 5, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-9647cd959de4a32c", "graph_gold_label": "assumption_check", "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: assumption_check\nRepo: Rul1an/assay\nThread: Rul1an/assay#74\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: Rul1an/assay\nThread: Rul1an/assay#74\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#74\nRepo: Rul1an/assay\nIssue/PR number: 74\nGraph consistency label: assumption_check\nNodes: 21\nEdges: 29\nNode types: {'link_quality': 7, 'comment': 3, 'comment_chain': 3, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 7, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 4, 'human_reported_issue_no_linked_fix': 2, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_feedback_general': 1, 'security_auth_secret': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1, 'mostly follows blueprint': 1}\nOutcomes: {'not_resolved_or_not_observed': 8, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'unresolved': 5, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-eb542d96ace51497", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 331983, "scanner": "foundry_dataset", "fingerprint": "226a326388a2fa5a6d911070c92b0056c2470bcc7ed66da1a7e69121233afc7b", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"security_auth_secret": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "Rul1an/assay#60", "issue_number": "60", "quality_tiers": {"unresolved": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-fb08c7a5a163d60e", "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: Rul1an/assay\nThread: Rul1an/assay#60\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: Rul1an/assay\nThread: Rul1an/assay#60\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#60\nRepo: Rul1an/assay\nIssue/PR number: 60\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-c41362596eb3cc30", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 331982, "scanner": "foundry_dataset", "fingerprint": "d09bad055ea6cc01e0c97562579af321503652c63bc2658c7afc21124d94ff11", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"security_auth_secret": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "Rul1an/assay#26", "issue_number": "26", "quality_tiers": {"unresolved": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-94f44d7392731da3", "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: Rul1an/assay\nThread: Rul1an/assay#26\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: Rul1an/assay\nThread: Rul1an/assay#26\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#26\nRepo: Rul1an/assay\nIssue/PR number: 26\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-e8b3aac86b6d8b1a", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 331981, "scanner": "foundry_dataset", "fingerprint": "773174838b186da68414cd334b5c269472dbab3d9eba7f019376ae72b51f177e", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"security_auth_secret": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "Rul1an/assay#23", "issue_number": "23", "quality_tiers": {"unresolved": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-dd1348a333830b70", "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: Rul1an/assay\nThread: Rul1an/assay#23\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: Rul1an/assay\nThread: Rul1an/assay#23\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#23\nRepo: Rul1an/assay\nIssue/PR number: 23\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-12fe4b20ab946a3b", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 331980, "scanner": "foundry_dataset", "fingerprint": "e98dc4fe528896762e339c517e3ad750d3dccf8c266abf606ee9460867b15773", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"test_ci_gap": 2, "docs_or_claims": 6, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "human_feedback_general": 2, "ci_pending_or_incomplete": 1, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 7, "blueprint_human_gap_alignment": 2, "blueprint_human_gap_disagreement": 2, "comment_has_related_commit_context": 5, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"ambiguous_needs_more_evidence": 14}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 101, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 5, "thread_has_comment": 1, "thread_touches_file": 6, "comment_chain_has_ci": 1, "thread_has_pr_review": 4, "alignment_uses_comment": 4, "alignment_uses_finding": 4, "chain_has_link_quality": 11, "comment_aligns_finding": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 6, "thread_has_comment_chain": 5, "comment_chain_links_commit": 11, "comment_chain_touches_file": 30, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 5}, "node_count": 43, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 6, "alignment": 4, "pr_review": 4, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 11, "comment_chain": 5, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1714", "issue_number": "1714", "quality_tiers": {"high_confidence": 7, "assumption_check": 4}, "repo_full_name": "Rul1an/assay", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-c25812bc71eb2fe0", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"docs_or_claims": 48}}, "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: Rul1an/assay\nThread: Rul1an/assay#1714\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: Rul1an/assay\nThread: Rul1an/assay#1714\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1714\nRepo: Rul1an/assay\nIssue/PR number: 1714\nGraph consistency label: supported_by_high_confidence_link\nNodes: 43\nEdges: 101\nNode types: {'link_quality': 11, 'pr_file': 6, 'comment_chain': 5, 'commit': 5, 'pr_review': 4, 'alignment': 4, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 30, 'comment_chain_links_commit': 11, 'chain_has_link_quality': 11, 'thread_touches_file': 6, 'issue_chain_touches_file': 6, 'thread_has_comment_chain': 5, 'comment_has_chain': 5, 'issue_chain_has_comment_chain': 5, 'thread_has_pr_review': 4, 'alignment_uses_comment': 4, 'alignment_uses_finding': 4, 'comment_aligns_finding': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1}\nLabels: {'ambiguous_needs_more_evidence': 7, 'docs_or_claims': 6, 'comment_has_related_commit_context': 5, 'verification_or_tests': 5, 'test_ci_gap': 2, 'human_feedback_general': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'blueprint_human_gap_disagreement': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'ci_pending_or_incomplete': 1, 'partial blueprint fit': 1, 'mostly follows blueprint': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 14}\nQuality tiers: {'high_confidence': 7, 'assumption_check': 4}\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/Rul1an/assay", "source_id": "graph-query-motif_query-6de38dcd641a7093", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 331979, "scanner": "foundry_dataset", "fingerprint": "c900ee822169f66925fcdacc38769d0930243a5db9491c255ff37ebf0d289410", "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, "docs_or_claims": 2, "source_or_other": 2, "ui_workflow_gap": 1, "dependency_or_build": 2, "security_auth_secret": 1, "partial blueprint fit": 1, "verification_or_tests": 5, "mostly follows blueprint": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 1, "blueprint_human_gap_disagreement": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"ambiguous_needs_more_evidence": 2, "claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 50, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 1, "thread_touches_file": 4, "thread_has_pr_review": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 4, "thread_has_comment_chain": 2, "comment_chain_links_commit": 10, "comment_chain_touches_file": 8, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 31, "node_types": {"repo": 1, "commit": 9, "thread": 1, "comment": 1, "pr_file": 4, "alignment": 2, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1712", "issue_number": "1712", "quality_tiers": {"high_confidence": 4, "assumption_check": 2}, "repo_full_name": "Rul1an/assay", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-2eb831510a08ba12", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"docs_or_claims": 10, "source_or_other": 10}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: Rul1an/assay\nThread: Rul1an/assay#1712\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: Rul1an/assay\nThread: Rul1an/assay#1712\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1712\nRepo: Rul1an/assay\nIssue/PR number: 1712\nGraph consistency label: supported_by_verification_signal\nNodes: 31\nEdges: 50\nNode types: {'commit': 9, 'link_quality': 6, 'pr_file': 4, 'comment_chain': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_review': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 10, 'comment_chain_touches_file': 8, 'chain_has_link_quality': 6, 'thread_touches_file': 4, 'issue_chain_touches_file': 4, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_pr_review': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 5, 'claimed_resolved_with_verification_signal': 3, 'docs_or_claims': 2, 'source_or_other': 2, 'bug_fix': 2, 'dependency_or_build': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'ui_workflow_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'comment_has_related_commit_context': 1, 'ambiguous_needs_more_evidence': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1, 'blueprint_human_gap_disagreement': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'high_confidence': 4, 'assumption_check': 2}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-b48cd4f8c71391cd", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 331978, "scanner": "foundry_dataset", "fingerprint": "5596e85418e4048d4e328e8b3f403896557ec3192bc9dbb83381e52aa817c3b6", "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, "ui_or_frontend": 2, "dependency_or_build": 2, "security_auth_secret": 1, "verification_or_tests": 1, "issue_or_pull_request_thread": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 22, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 2, "chain_has_link_quality": 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": 16, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1706", "issue_number": "1706", "quality_tiers": {"high_confidence": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-8b2b7b6d408c4f94", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"ui_or_frontend": 8}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: Rul1an/assay\nThread: Rul1an/assay#1706\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: Rul1an/assay\nThread: Rul1an/assay#1706\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1706\nRepo: Rul1an/assay\nIssue/PR number: 1706\nGraph consistency label: supported_by_verification_signal\nNodes: 16\nEdges: 22\nNode types: {'commit': 5, 'link_quality': 3, 'pr_file': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, '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: {'claimed_resolved_with_verification_signal': 3, 'ui_or_frontend': 2, 'bug_fix': 2, 'dependency_or_build': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-6677ce28282e908f", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 331977, "scanner": "foundry_dataset", "fingerprint": "7948bc0df96ee27074a641a43a234739fc098f0cb689e085e4c8282b415c6047", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 2, "security_auth_secret": 1, "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": 13, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 11, "node_types": {"repo": 1, "commit": 2, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1700", "issue_number": "1700", "quality_tiers": {"high_confidence": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-20dc42266b3c3ebd", "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: Rul1an/assay\nThread: Rul1an/assay#1700\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: Rul1an/assay\nThread: Rul1an/assay#1700\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1700\nRepo: Rul1an/assay\nIssue/PR number: 1700\nGraph consistency label: supported_by_high_confidence_link\nNodes: 11\nEdges: 13\nNode types: {'link_quality': 3, 'commit': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'comment_chain_links_commit': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'claimed_resolved_unverified': 3, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_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/Rul1an/assay", "source_id": "graph-query-motif_query-88685fecdbe2fd5a", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 331976, "scanner": "foundry_dataset", "fingerprint": "973d5d24c35f3870863d1920e7e4ddda69b3e22cd1251db86740aad2685b8c4c", "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": {"docs_or_chore": 1, "source_or_other": 1, "dependency_or_build": 4, "security_auth_secret": 1, "positive_human_signal": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_positive_or_acceptance_signal": 1, "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": 6, "human_positive_or_acceptance_signal": 2}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 26, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 1, "thread_touches_file": 1, "thread_has_pr_review": 1, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 6, "comment_chain_touches_file": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 18, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 1, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1699", "issue_number": "1699", "quality_tiers": {"weak_supervision": 4}, "repo_full_name": "Rul1an/assay", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-37720f14b3ed8159", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {"source_or_other": 5}}, "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: Rul1an/assay\nThread: Rul1an/assay#1699\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: Rul1an/assay\nThread: Rul1an/assay#1699\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1699\nRepo: Rul1an/assay\nIssue/PR number: 1699\nGraph consistency label: weak_supervision_needs_review\nNodes: 18\nEdges: 26\nNode types: {'commit': 5, 'link_quality': 4, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_review': 1, 'pr_file': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 6, 'chain_has_link_quality': 4, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'comment_chain_touches_file': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_pr_review': 1, 'thread_touches_file': 1, 'thread_has_issue_chain': 1, 'issue_chain_touches_file': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'dependency_or_build': 4, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'positive_human_signal': 1, 'source_or_other': 1, 'human_reported_issue_then_fix_attempt': 1, 'docs_or_chore': 1, 'positive_feedback_with_related_change': 1, 'human_positive_or_acceptance_signal': 1}\nOutcomes: {'claimed_resolved_unverified': 6, 'human_positive_or_acceptance_signal': 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/Rul1an/assay", "source_id": "graph-query-motif_query-6ee5e86e82c720e1", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 331975, "scanner": "foundry_dataset", "fingerprint": "1eac4f70ee1adddff08f5b253b354bb9a348e02d29db81d7473b5a65cde1b467", "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": {"docs_or_chore": 1, "source_or_other": 1, "dependency_or_build": 4, "security_auth_secret": 1, "positive_human_signal": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_positive_or_acceptance_signal": 1, "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": 6, "human_positive_or_acceptance_signal": 2}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 26, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 1, "thread_touches_file": 1, "thread_has_pr_review": 1, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 6, "comment_chain_touches_file": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 18, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 1, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1698", "issue_number": "1698", "quality_tiers": {"weak_supervision": 4}, "repo_full_name": "Rul1an/assay", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-a5a56cbb1723cb9a", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {"source_or_other": 5}}, "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: Rul1an/assay\nThread: Rul1an/assay#1698\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: Rul1an/assay\nThread: Rul1an/assay#1698\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1698\nRepo: Rul1an/assay\nIssue/PR number: 1698\nGraph consistency label: weak_supervision_needs_review\nNodes: 18\nEdges: 26\nNode types: {'commit': 5, 'link_quality': 4, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_review': 1, 'pr_file': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 6, 'chain_has_link_quality': 4, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'comment_chain_touches_file': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_pr_review': 1, 'thread_touches_file': 1, 'thread_has_issue_chain': 1, 'issue_chain_touches_file': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'dependency_or_build': 4, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'positive_human_signal': 1, 'source_or_other': 1, 'human_reported_issue_then_fix_attempt': 1, 'docs_or_chore': 1, 'positive_feedback_with_related_change': 1, 'human_positive_or_acceptance_signal': 1}\nOutcomes: {'claimed_resolved_unverified': 6, 'human_positive_or_acceptance_signal': 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/Rul1an/assay", "source_id": "graph-query-motif_query-00338481f98a2d4e", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 331974, "scanner": "foundry_dataset", "fingerprint": "19ff5f6171c9d8eecf186db0ba2e25a677d7add7d07331615dc173dfc3d575be", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 3, "dependency_or_build": 1, "security_auth_secret": 1, "verification_or_tests": 1, "issue_or_pull_request_thread": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 14, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1692", "issue_number": "1692", "quality_tiers": {"high_confidence": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-0503bf87242e8d44", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: Rul1an/assay\nThread: Rul1an/assay#1692\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: Rul1an/assay\nThread: Rul1an/assay#1692\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1692\nRepo: Rul1an/assay\nIssue/PR number: 1692\nGraph consistency label: supported_by_verification_signal\nNodes: 14\nEdges: 16\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 3, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1, 'dependency_or_build': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-a763ddbe16e727e2", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 331973, "scanner": "foundry_dataset", "fingerprint": "459c3678b2878ee8c0edcb83cdf75e47ec22d3e91153093e8a4b74fa4be34eb4", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 3, "dependency_or_build": 1, "security_auth_secret": 1, "verification_or_tests": 1, "issue_or_pull_request_thread": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 14, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1691", "issue_number": "1691", "quality_tiers": {"high_confidence": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-9a343a1cc17fa853", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: Rul1an/assay\nThread: Rul1an/assay#1691\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: Rul1an/assay\nThread: Rul1an/assay#1691\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1691\nRepo: Rul1an/assay\nIssue/PR number: 1691\nGraph consistency label: supported_by_verification_signal\nNodes: 14\nEdges: 16\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 3, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1, 'dependency_or_build': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-f484020a36a39a1d", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 331972, "scanner": "foundry_dataset", "fingerprint": "cff01a268253546bd14bd712bf36291e04c3fefa269757e65a3e75b4ad6322f5", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 3, "dependency_or_build": 1, "security_auth_secret": 1, "verification_or_tests": 1, "issue_or_pull_request_thread": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 14, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1690", "issue_number": "1690", "quality_tiers": {"high_confidence": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-b3df2955882b6071", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: Rul1an/assay\nThread: Rul1an/assay#1690\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: Rul1an/assay\nThread: Rul1an/assay#1690\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1690\nRepo: Rul1an/assay\nIssue/PR number: 1690\nGraph consistency label: supported_by_verification_signal\nNodes: 14\nEdges: 16\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 3, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1, 'dependency_or_build': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-9ec6c874f2413a2e", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 331971, "scanner": "foundry_dataset", "fingerprint": "152f4f3a518357b3f05ae20418a521d8cdcf2da01bd9968ac20096d5dd5f2897", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 3, "dependency_or_build": 1, "security_auth_secret": 1, "verification_or_tests": 1, "issue_or_pull_request_thread": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 14, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1688", "issue_number": "1688", "quality_tiers": {"high_confidence": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-8f96a9f94bc7b2dd", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: Rul1an/assay\nThread: Rul1an/assay#1688\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: Rul1an/assay\nThread: Rul1an/assay#1688\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1688\nRepo: Rul1an/assay\nIssue/PR number: 1688\nGraph consistency label: supported_by_verification_signal\nNodes: 14\nEdges: 16\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 3, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1, 'dependency_or_build': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-05e4ce54a6262c00", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 331970, "scanner": "foundry_dataset", "fingerprint": "1c2af45a049b501c9f9d33f5981f0bc1a0982fe07046c667a72708d131df251c", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 3, "dependency_or_build": 1, "security_auth_secret": 1, "verification_or_tests": 1, "issue_or_pull_request_thread": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 14, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1683", "issue_number": "1683", "quality_tiers": {"high_confidence": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-b7c74ad69544b7aa", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: Rul1an/assay\nThread: Rul1an/assay#1683\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: Rul1an/assay\nThread: Rul1an/assay#1683\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1683\nRepo: Rul1an/assay\nIssue/PR number: 1683\nGraph consistency label: supported_by_verification_signal\nNodes: 14\nEdges: 16\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 3, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1, 'dependency_or_build': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-8a280afe823dd88f", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 331969, "scanner": "foundry_dataset", "fingerprint": "11d710feccdf8c36c1dee0dc32634f0617f3945e1ce703ce89a1c62a99752ee1", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 4, "security_auth_secret": 1, "verification_or_tests": 1, "issue_or_pull_request_thread": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 14, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1681", "issue_number": "1681", "quality_tiers": {"high_confidence": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-94bb8199fb93ad34", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: Rul1an/assay\nThread: Rul1an/assay#1681\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: Rul1an/assay\nThread: Rul1an/assay#1681\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1681\nRepo: Rul1an/assay\nIssue/PR number: 1681\nGraph consistency label: supported_by_verification_signal\nNodes: 14\nEdges: 16\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-23362e8f7145a03c", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 331968, "scanner": "foundry_dataset", "fingerprint": "7f23f456261d55181db5c57adc88ca3e4e9fc15cf9be3b6fbcf5a85ba5277554", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 4, "security_auth_secret": 1, "verification_or_tests": 1, "issue_or_pull_request_thread": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 14, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1666", "issue_number": "1666", "quality_tiers": {"high_confidence": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-4ddf07aa8afcb764", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: Rul1an/assay\nThread: Rul1an/assay#1666\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: Rul1an/assay\nThread: Rul1an/assay#1666\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1666\nRepo: Rul1an/assay\nIssue/PR number: 1666\nGraph consistency label: supported_by_verification_signal\nNodes: 14\nEdges: 16\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-9c178f31cf3e4a1b", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 331967, "scanner": "foundry_dataset", "fingerprint": "0080857a161587390b7c9c99895a7b1b15cc86ad1a5c6bb27d44f2dcbd478746", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 4, "dependency_or_build": 1, "security_auth_secret": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 14, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1644", "issue_number": "1644", "quality_tiers": {"high_confidence": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-4361980ce75445cc", "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: Rul1an/assay\nThread: Rul1an/assay#1644\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: Rul1an/assay\nThread: Rul1an/assay#1644\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1644\nRepo: Rul1an/assay\nIssue/PR number: 1644\nGraph consistency label: supported_by_high_confidence_link\nNodes: 14\nEdges: 16\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 4, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1, 'dependency_or_build': 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/Rul1an/assay", "source_id": "graph-query-motif_query-5916eab7e3f39bcc", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 331966, "scanner": "foundry_dataset", "fingerprint": "2827dd68a6b94cb3ad621afc7c704a58a6146ea8a85ea222969968cc5e8635e0", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 2, "dependency_or_build": 1, "security_auth_secret": 1, "verification_or_tests": 2, "issue_or_pull_request_thread": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 14, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1639", "issue_number": "1639", "quality_tiers": {"high_confidence": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-c0cf2d465a054c21", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: Rul1an/assay\nThread: Rul1an/assay#1639\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: Rul1an/assay\nThread: Rul1an/assay#1639\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1639\nRepo: Rul1an/assay\nIssue/PR number: 1639\nGraph consistency label: supported_by_verification_signal\nNodes: 14\nEdges: 16\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'claimed_resolved_with_verification_signal': 3, 'verification_or_tests': 2, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'dependency_or_build': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-88924ae194239b3a", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 331965, "scanner": "foundry_dataset", "fingerprint": "2722d4d205d4060743221d41a972d4872cc2b57e8614e4bcbe9dde3d1a52a878", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 5, "security_auth_secret": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 14, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1634", "issue_number": "1634", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-386ce1c94d676be9", "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: Rul1an/assay\nThread: Rul1an/assay#1634\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: Rul1an/assay\nThread: Rul1an/assay#1634\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1634\nRepo: Rul1an/assay\nIssue/PR number: 1634\nGraph consistency label: weak_supervision_needs_review\nNodes: 14\nEdges: 16\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 5, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 3}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-059ae2efa4440d2d", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 331964, "scanner": "foundry_dataset", "fingerprint": "fb1edc85be238888e78404f61e5ce1d2a4c1e9159c64fa686bcb6dd49a02fe73", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 4, "dependency_or_build": 1, "security_auth_secret": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 14, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1630", "issue_number": "1630", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-b934914c3ed5c136", "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: Rul1an/assay\nThread: Rul1an/assay#1630\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: Rul1an/assay\nThread: Rul1an/assay#1630\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1630\nRepo: Rul1an/assay\nIssue/PR number: 1630\nGraph consistency label: weak_supervision_needs_review\nNodes: 14\nEdges: 16\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 4, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1, 'dependency_or_build': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 3}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-afba1ad319a5bdf5", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 331963, "scanner": "foundry_dataset", "fingerprint": "f5679f5446613d058ba8cdba6f0ed28dc21cfe4e30be247f2df0304ee5a9f670", "category": "auth", "severity": "critical", "confidence": 0.78, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"bug_fix": 4, "dependency_or_build": 1, "security_auth_secret": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 14, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1629", "issue_number": "1629", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-57d73d6371f373bf", "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: Rul1an/assay\nThread: Rul1an/assay#1629\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: Rul1an/assay\nThread: Rul1an/assay#1629\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1629\nRepo: Rul1an/assay\nIssue/PR number: 1629\nGraph consistency label: weak_supervision_needs_review\nNodes: 14\nEdges: 16\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 4, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_fix_attempt': 1, 'dependency_or_build': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 3}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-c23947e08222312a", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 331962, "scanner": "foundry_dataset", "fingerprint": "6c5dde45ec21823145d0d0f4f9ba04c909c5cb6838e48655e9f9321312ed42eb", "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, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 14, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1624", "issue_number": "1624", "quality_tiers": {"high_confidence": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-b82a603f50f547b3", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: Rul1an/assay\nThread: Rul1an/assay#1624\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: Rul1an/assay\nThread: Rul1an/assay#1624\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1624\nRepo: Rul1an/assay\nIssue/PR number: 1624\nGraph consistency label: supported_by_verification_signal\nNodes: 14\nEdges: 16\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-ba0b9d00b32dac14", "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": "Rul1an/assay", "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: Rul1an/assay"}, "properties": {"repobilityId": 324725, "scanner": "foundry_dataset", "fingerprint": "0122dce8618ae0450c651eeea62e587538ae2b2ed5b2fbb98551856279f1a8eb", "category": "practices", "severity": "critical", "confidence": 0.82, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Mock, sample, placeholder, or self-attested behavior treated as real", "intent": "Hard negatives for fake completeness and missing real data paths.", "labels": {"bug_fix": 4, "mock_placeholder": 1, "verification_or_tests": 1, "issue_or_pull_request_thread": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "mock_as_real_or_placeholder", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "mock_as_real_or_placeholder", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 14, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1679", "issue_number": "1679", "quality_tiers": {"high_confidence": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-082d06c99402d2de", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Mock, sample, placeholder, or self-attested behavior treated as real\nQuery id: mock_as_real_or_placeholder\nQuery type: motif_query\nIntent: Hard negatives for fake completeness and missing real data paths.\nMotif: mock_as_real_or_placeholder\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: Rul1an/assay\nThread: Rul1an/assay#1679\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: Rul1an/assay\nThread: Rul1an/assay#1679\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1679\nRepo: Rul1an/assay\nIssue/PR number: 1679\nGraph consistency label: supported_by_verification_signal\nNodes: 14\nEdges: 16\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'mock_placeholder': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3}\nCI labels: {}\nCurriculum targets:\n- Train real-data plumbing and mock-removal tasks from source to UI.\n- Use as hard negatives for dashboards or apps claiming real runs without provenance.\nAssumption checks:\n- Is user-visible behavior backed by real storage/API/CI artifacts?\n- Are placeholders, sample data, or generated claims still in a production path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-6cce0bcc06461e0c", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/mock_as_real_or_placeholder/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "Rul1an/assay", "source_dataset": "graph_queries/mock_as_real_or_placeholder", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_fake_real_gap", "level": "error", "message": {"text": "Foundry mined mock as real or placeholder: Rul1an/assay"}, "properties": {"repobilityId": 324724, "scanner": "foundry_dataset", "fingerprint": "d08ad7bb5ae2444d1b063afc8eb2e19cc11574f8583e43877535eb21f5acf8a3", "category": "practices", "severity": "critical", "confidence": 0.82, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Mock, sample, placeholder, or self-attested behavior treated as real", "intent": "Hard negatives for fake completeness and missing real data paths.", "labels": {"bug_fix": 4, "mock_placeholder": 1, "verification_or_tests": 1, "issue_or_pull_request_thread": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "mock_as_real_or_placeholder", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "mock_as_real_or_placeholder", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 14, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1678", "issue_number": "1678", "quality_tiers": {"high_confidence": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-cd09aa7218d0b409", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Mock, sample, placeholder, or self-attested behavior treated as real\nQuery id: mock_as_real_or_placeholder\nQuery type: motif_query\nIntent: Hard negatives for fake completeness and missing real data paths.\nMotif: mock_as_real_or_placeholder\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: Rul1an/assay\nThread: Rul1an/assay#1678\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: Rul1an/assay\nThread: Rul1an/assay#1678\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1678\nRepo: Rul1an/assay\nIssue/PR number: 1678\nGraph consistency label: supported_by_verification_signal\nNodes: 14\nEdges: 16\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'mock_placeholder': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3}\nCI labels: {}\nCurriculum targets:\n- Train real-data plumbing and mock-removal tasks from source to UI.\n- Use as hard negatives for dashboards or apps claiming real runs without provenance.\nAssumption checks:\n- Is user-visible behavior backed by real storage/API/CI artifacts?\n- Are placeholders, sample data, or generated claims still in a production path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-f2e81466230e7f8f", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/mock_as_real_or_placeholder/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "Rul1an/assay", "source_dataset": "graph_queries/mock_as_real_or_placeholder", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_fake_real_gap", "level": "error", "message": {"text": "Foundry mined mock as real or placeholder: Rul1an/assay"}, "properties": {"repobilityId": 324723, "scanner": "foundry_dataset", "fingerprint": "690a99154fdd485804f4f4780840f510718e86d22c3350d7bb0319ec938e1c81", "category": "practices", "severity": "critical", "confidence": 0.82, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Mock, sample, placeholder, or self-attested behavior treated as real", "intent": "Hard negatives for fake completeness and missing real data paths.", "labels": {"bug_fix": 4, "mock_placeholder": 1, "verification_or_tests": 1, "issue_or_pull_request_thread": 1, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "mock_as_real_or_placeholder", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "mock_as_real_or_placeholder", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 16, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 14, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "Rul1an/assay#1674", "issue_number": "1674", "quality_tiers": {"high_confidence": 3}, "repo_full_name": "Rul1an/assay", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-54bcf0019f2d067d", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Mock, sample, placeholder, or self-attested behavior treated as real\nQuery id: mock_as_real_or_placeholder\nQuery type: motif_query\nIntent: Hard negatives for fake completeness and missing real data paths.\nMotif: mock_as_real_or_placeholder\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: Rul1an/assay\nThread: Rul1an/assay#1674\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: Rul1an/assay\nThread: Rul1an/assay#1674\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Rul1an/assay#1674\nRepo: Rul1an/assay\nIssue/PR number: 1674\nGraph consistency label: supported_by_verification_signal\nNodes: 14\nEdges: 16\nNode types: {'commit': 5, 'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 5, 'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'mock_placeholder': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3}\nCI labels: {}\nCurriculum targets:\n- Train real-data plumbing and mock-removal tasks from source to UI.\n- Use as hard negatives for dashboards or apps claiming real runs without provenance.\nAssumption checks:\n- Is user-visible behavior backed by real storage/API/CI artifacts?\n- Are placeholders, sample data, or generated claims still in a production path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Rul1an/assay", "source_id": "graph-query-motif_query-9388978bfc68a6ab", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/mock_as_real_or_placeholder/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "Rul1an/assay", "source_dataset": "graph_queries/mock_as_real_or_placeholder", "training_usage": "hard_negative"}}}, {"ruleId": "foundry_fake_real_gap", "level": "error", "message": {"text": "Foundry mined mock as real or placeholder: Rul1an/assay"}, "properties": {"repobilityId": 324722, "scanner": "foundry_dataset", "fingerprint": "ad9662f83f47bc8052048108a7e924adc335d12979b3f6df0101f0ff8598a263", "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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