{"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: techlawyer19/citation-reality-check", "shortDescription": {"text": "Foundry mined unresolved feedback: techlawyer19/citation-reality-check"}, "fullDescription": {"text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: techlawyer19/citation-reality-check\nThread: techlawyer19/citation-reality-check#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: techlawyer19/citation-reality-check\nThread: techlawyer19/citation-reality-check#5\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: techlawyer19/citation-reality-check#5\nRepo: techlawyer19/citation-reality-check\nIssue/PR number: 5\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment"}, "properties": {"scanner": "foundry_dataset", "category": "practices", "severity": "medium", "confidence": 0.7, "cwe": "", "owasp": ""}}, {"id": "foundry_blueprint_gap", "name": "Foundry mined blueprint gap alignment: techlawyer19/citation-reality-check", "shortDescription": {"text": "Foundry mined blueprint gap alignment: techlawyer19/citation-reality-check"}, "fullDescription": {"text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: techlawyer19/citation-reality-check\nThread: techlawyer19/citation-reality-check#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: techlawyer19/citation-reality-check\nThread: techlawyer19/citation-reality-check#4\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: techlawyer19/citation-reality-check#4\nRepo: techlawyer19/citation-reality-check\nIssue/PR number: 4\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 25\nNode types: {'link_q"}, "properties": {"scanner": "foundry_dataset", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "cwe": "", "owasp": ""}}, {"id": "foundry_assumption_check", "name": "Foundry mined assumption checks: techlawyer19/citation-reality-check", "shortDescription": {"text": "Foundry mined assumption checks: techlawyer19/citation-reality-check"}, "fullDescription": {"text": "Comment chain pattern product: assumption_checks\nRepo: techlawyer19/citation-reality-check\nThread: techlawyer19/citation-reality-check#7\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, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: techlawyer19/citation-reality-check#7\nRepo: techlawyer19/citation-reality-check\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: {'source_or_other': 2}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-50a3eb6d2f8a5bed\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity"}, "properties": {"scanner": "foundry_dataset", "category": "practices", "severity": "medium", "confidence": 0.62, "cwe": "", "owasp": ""}}, {"id": "foundry_docs_only_fix", "name": "Foundry mined docs only runtime fix: techlawyer19/citation-reality-check", "shortDescription": {"text": "Foundry mined docs only runtime fix: techlawyer19/citation-reality-check"}, "fullDescription": {"text": "Graph query export: Docs-only response to runtime or integration issue\nQuery id: docs_only_runtime_fix\nQuery type: motif_query\nIntent: Assumption-check examples where docs or claims are not enough proof.\nMotif: docs_only_runtime_fix\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: techlawyer19/citation-reality-check\nThread: techlawyer19/citation-reality-check#8\nEvidence:\nGraph motif: Runtime/integration complaint answered mostly with docs or claims\nMotif id: docs_only_runtime_fix\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: techlawyer19/citation-reality-check\nThread: techlawyer19/citation-reality-check#8\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: techlawyer19/citation-reality-check#8\nRepo: techlawyer19/citation-reality-check\nIssue/PR number: 8\nGraph consistency label: supported_by_verification_signal\nNodes: 24\nEdges: 50\nNode types: {'pr_file': 13, 'li"}, "properties": {"scanner": "foundry_dataset", "category": "practices", "severity": "high", "confidence": 0.8, "cwe": "", "owasp": ""}}, {"id": "foundry_schema_ui_api_gap", "name": "Foundry mined schema ui api mismatch: techlawyer19/citation-reality-check", "shortDescription": {"text": "Foundry mined schema ui api mismatch: techlawyer19/citation-reality-check"}, "fullDescription": {"text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: techlawyer19/citation-reality-check\nThread: techlawyer19/citation-reality-check#8\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: techlawyer19/citation-reality-check\nThread: techlawyer19/citation-reality-check#8\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: techlawyer19/citation-reality-check#8\nRepo: techlawyer19/citation-reality-check\nIssue/PR number: 8\nGraph consistency label: supported_by_verification_signal\nNodes: 24\nEdges: 50\nNode types: {'pr_file': 13, 'link_quality': 3, 'commit': 2, 'thread': 1, '"}, "properties": {"scanner": "foundry_dataset", "category": "quality", "severity": "high", "confidence": 0.76, "cwe": "", "owasp": ""}}, {"id": "foundry_auth_guardrail_gap", "name": "Foundry mined security auth guardrail gaps: techlawyer19/citation-reality-check", "shortDescription": {"text": "Foundry mined security auth guardrail gaps: techlawyer19/citation-reality-check"}, "fullDescription": {"text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: supported_by_high_confidence_link\nRepo: techlawyer19/citation-reality-check\nThread: techlawyer19/citation-reality-check#7\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: techlawyer19/citation-reality-check\nThread: techlawyer19/citation-reality-check#7\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: techlawyer19/citation-reality-check#7\nRepo: techlawyer19/citation-reality-check\nIssue/PR number: 7\nGraph consistency label: supported_by_high_confidence_link\nNodes: 16\nEdges: 22\nNode types: {'"}, "properties": {"scanner": "foundry_dataset", "category": "auth", "severity": "critical", "confidence": 0.78, "cwe": "", "owasp": ""}}, {"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-6372cebde0220094", "name": "No auth library detected", "shortDescription": {"text": "No auth library detected"}, "fullDescription": {"text": "The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). The repo has auth/admin/session surface indicators, so auth may live in custom code, in a separate service, or be missing."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-4601e3ad3bb28677", "name": "No CI/CD pipelines detected", "shortDescription": {"text": "No CI/CD pipelines detected"}, "fullDescription": {"text": "No GitHub Actions, GitLab CI, or CircleCI configs found. Without CI you can't gate deploys on tests/lints."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-ea8f3013f588db25", "name": "Shallow git history limits provenance confidence", "shortDescription": {"text": "Shallow git history limits provenance confidence"}, "fullDescription": {"text": "The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-20b787e565b8a2c2", "name": "Commented-code block (5 lines) in app.py:1", "shortDescription": {"text": "Commented-code block (5 lines) in app.py:1"}, "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-08e6a51bbad20cf7", "name": "Commented-code block (5 lines) in test_app.py:1", "shortDescription": {"text": "Commented-code block (5 lines) in test_app.py:1"}, "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-5bb779335bc2efc1", "name": "Stub function `raise_for_status` (body is just `pass`/`return`) \u2014 test_app.py:30", "shortDescription": {"text": "Stub function `raise_for_status` (body is just `pass`/`return`) \u2014 test_app.py:30"}, "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-63c8822e5fc0024c", "name": "Commented-code block (5 lines) in scripts/make_sample.py:1", "shortDescription": {"text": "Commented-code block (5 lines) in scripts/make_sample.py:1"}, "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:\napp.py:extract_citation_rows_from_sources, app.py:extract_citation_rows\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/20911"}, "properties": {"repository": "techlawyer19/citation-reality-check", "repoUrl": "https://github.com/techlawyer19/citation-reality-check", "branch": "main"}, "results": [{"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: techlawyer19/citation-reality-check"}, "properties": {"repobilityId": 370843, "scanner": "foundry_dataset", "fingerprint": "f4d055463c6445cef87b12407ef127deec65ac38c6ed51572a521dc994fe4dc3", "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": "techlawyer19/citation-reality-check#5", "issue_number": "5", "quality_tiers": {"unresolved": 3}, "repo_full_name": "techlawyer19/citation-reality-check", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-fad113a2ae8d822a", "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: techlawyer19/citation-reality-check\nThread: techlawyer19/citation-reality-check#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: techlawyer19/citation-reality-check\nThread: techlawyer19/citation-reality-check#5\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: techlawyer19/citation-reality-check#5\nRepo: techlawyer19/citation-reality-check\nIssue/PR number: 5\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/techlawyer19/citation-reality-check", "source_id": "graph-query-motif_query-83f0a757d447e7b2", "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": "techlawyer19/citation-reality-check", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: techlawyer19/citation-reality-check"}, "properties": {"repobilityId": 356639, "scanner": "foundry_dataset", "fingerprint": "af642b686e51ead4499198d41af03251649c1d33891817898c43a97a7df1e818", "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, "weak blueprint fit": 3, "api_integration_gap": 1, "verification_or_tests": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 25, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 20, "node_types": {"repo": 1, "commit": 2, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "techlawyer19/citation-reality-check#4", "issue_number": "4", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "techlawyer19/citation-reality-check", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-dfd9d7db084ac8fa", "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: techlawyer19/citation-reality-check\nThread: techlawyer19/citation-reality-check#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: techlawyer19/citation-reality-check\nThread: techlawyer19/citation-reality-check#4\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: techlawyer19/citation-reality-check#4\nRepo: techlawyer19/citation-reality-check\nIssue/PR number: 4\nGraph consistency label: supported_by_verification_signal\nNodes: 20\nEdges: 25\nNode types: {'link_quality': 6, 'alignment': 3, 'blueprint_finding': 3, 'commit': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'comment_chain_links_commit': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'weak blueprint fit': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1, 'verification_or_tests': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/techlawyer19/citation-reality-check", "source_id": "graph-query-motif_query-f02fa64ca5ec902c", "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": "techlawyer19/citation-reality-check", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: techlawyer19/citation-reality-check"}, "properties": {"repobilityId": 312936, "scanner": "foundry_dataset", "fingerprint": "5d34874a10d83df71c4e39218b123d406cdd29c7734271ab14a4641ff8b17150", "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": "techlawyer19/citation-reality-check#7", "human_labels": ["security_auth_secret", "source_or_other"], "issue_number": "7", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.82, "repo_full_name": "techlawyer19/citation-reality-check", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-7205b59d3578d27a", "helicopter_views": {}, "artifact_families": {"docs": 1, "tests": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 2, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"source_or_other": 2}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 2, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: techlawyer19/citation-reality-check\nThread: techlawyer19/citation-reality-check#7\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, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: techlawyer19/citation-reality-check#7\nRepo: techlawyer19/citation-reality-check\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: {'source_or_other': 2}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-50a3eb6d2f8a5bed\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/techlawyer19/citation-reality-check/pull/7\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: pull_request_body\\nRepo: techlawyer19/citation-reality-check\\nAuthor: techlawyer19 (User)\\nURL: https://github.com/techlawyer19/citation-reality-check/pull/7\\nTitle: Normalize Bluebook abbreviations in authority matching; drop bare section symbols\\nBody:\\nFixes a narrow trust bug found through testing: authority-name matching treated standard Bluebook-style abbreviations as mismatches.\\n\\n## Commit 1 \u2014 Bluebook abbreviation normalization\\n- Authority-name comparison stripped periods/apostrophes before tokenizing, so abbreviations (`Am.`, `Ass'n`, `Nat'l`, `Mfg.`, `R.R.`) never matched their spelled-out CourtListener canonical forms \u2014 producing false **Authority Name Mismatch** flags (e.g. `Reno v. Am. Civil Liberties Union` vs `Reno v. American Civil Liberties Union`).\\n- Adds a fixed map of common Table 6 abbreviations and expands it on **both** the extracted and canonical names **before** punctuation is stripped, so matching is direction-independent. Apostrophe forms are normalized while the apostrophe is still present (the tokenizer would otherwise split `Ass'n` into `ass`+`n`); both punctuated and post-stripped key forms are cover\"\n  }\n]\nChanged files:\n[\n  {\n    \"id\": \"github-pr-file-file-b1663e87c9bf7f3f\",\n    \"filename\": \"app.py\",\n    \"label\": \"source_or_other\",\n    \"status\": \"modified\",\n    \"additions\": 84,\n    \"deletions\": 1,\n    \"changes\": 85,\n    \"blob_url\": \"https://github.com/techlawyer19/citation-reality-check/blob/e4c08d069ee7599b84b72b621e6e7c39039bb28f/app.py\"\n  },\n  {\n    \"id\": \"github-pr-file-file-a34e531997895fd7\",\n    \"filename\": \"test_app.py\",\n    \"label\": \"source_or_other\",\n    \"status\": \"modified\",\n    \"additions\": 81,\n    \"deletions\": 0,\n    \"changes\": 81,\n    \"blob_url\": \"https://github.com/techlawyer19/citation-reality-check/blob/e4c08d069ee7599b84b72b6\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/techlawyer19/citation-reality-check", "source_id": "comment-chain-pattern-assumption_checks-413ae3da9bb5e943", "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": "techlawyer19/citation-reality-check", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: techlawyer19/citation-reality-check"}, "properties": {"repobilityId": 312935, "scanner": "foundry_dataset", "fingerprint": "ffe1d1ae5650636c01f6ff26edf1850102b828da7d93fcd0facb62441352b236", "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": "techlawyer19/citation-reality-check#5", "human_labels": ["human_feedback_general"], "issue_number": "5", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "techlawyer19/citation-reality-check", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-740582f356a4288a", "helicopter_views": {}, "artifact_families": {"docs": 1, "tests": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 0, "helicopter_view_count": 0, "source_artifact_count": 2, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "link_quality_unresolved"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: techlawyer19/citation-reality-check\nThread: techlawyer19/citation-reality-check#5\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, link_quality_unresolved\nChain evidence:\nIssue/PR evidence chain: techlawyer19/citation-reality-check#5\nRepo: techlawyer19/citation-reality-check\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-44740d9b28e03b05\",\n    \"kind\": \"issue_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/techlawyer19/citation-reality-check/issues/5\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_body\\nRepo: techlawyer19/citation-reality-check\\nAuthor: techlawyer19 (User)\\nURL: https://github.com/techlawyer19/citation-reality-check/issues/5\\nTitle: Export citation report\\nBody:\\nAllow users to export citation results.\\n\\nPotential formats:\\n- CSV\\n- Excel\\n- Markdown\\n\\nGoal:\\nAllow lawyers to save and share review reports.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-ee097f2d74c70724\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: techlawyer19/citation-reality-check\nGraph label: source_backed_multi_signal_graph\nNodes: 6\nEdges: 8\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"repo\": 1, \"source_artifact\": 2, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_source_artifact\": 2, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"docs\": 1, \"tests\": 1}\nHelicopter views: {}\nBundle labels: {\"source_backed_security_guardrail_bundle\": 1}\nCo-occurrence labels: {\"architecture_data_consistency_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/techlawyer19/citation-reality-check", "source_id": "comment-chain-pattern-assumption_checks-8f3d9687277e3303", "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": "techlawyer19/citation-reality-check", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: techlawyer19/citation-reality-check"}, "properties": {"repobilityId": 312934, "scanner": "foundry_dataset", "fingerprint": "3add59e7c9cfb8b239fa6435d3296bcbd86afc4f38d84f8f916eee3baa2eae31", "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": "techlawyer19/citation-reality-check#3", "human_labels": ["human_feedback_general"], "issue_number": "3", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.607, "repo_full_name": "techlawyer19/citation-reality-check", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-a49b4169bf1a6060", "helicopter_views": {}, "artifact_families": {"docs": 1, "tests": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 1, "helicopter_view_count": 0, "source_artifact_count": 2, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "link_quality_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: techlawyer19/citation-reality-check\nThread: techlawyer19/citation-reality-check#3\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, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: techlawyer19/citation-reality-check#3\nRepo: techlawyer19/citation-reality-check\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 1\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-57c49f369234c08c\",\n    \"kind\": \"issue_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/techlawyer19/citation-reality-check/issues/3\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_body\\nRepo: techlawyer19/citation-reality-check\\nAuthor: techlawyer19 (User)\\nURL: https://github.com/techlawyer19/citation-reality-check/issues/3\\nTitle: Filter UnknownCitation parser artifacts\\nBody:\\nSome uploaded documents generate UnknownCitation entries such as standalone section symbols (\u00a7).\\n\\nInvestigate:\\n- Why these entries are being returned by eyecite.\\n- Whether they should be filtered.\\n- Ensure legitimate citations are not removed.\\n\\nExpected result:\\n- Reduce noise in citation reports.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-e95151b8c9727765\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: techlawyer19/citation-reality-check\nGraph label: source_backed_multi_signal_graph\nNodes: 6\nEdges: 8\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"repo\": 1, \"source_artifact\": 2, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_source_artifact\": 2, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"docs\": 1, \"tests\": 1}\nHelicopter views: {}\nBundle labels: {\"source_backed_security_guardrail_bundle\": 1}\nCo-occurrence labels: {\"architecture_data_consistency_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/techlawyer19/citation-reality-check", "source_id": "comment-chain-pattern-assumption_checks-ea31bff116b164fa", "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": "techlawyer19/citation-reality-check", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: techlawyer19/citation-reality-check"}, "properties": {"repobilityId": 312933, "scanner": "foundry_dataset", "fingerprint": "f6003ca90dba39b24b6c5a18b979aa2aa7908d620a794929d29652f9a3363f73", "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": "techlawyer19/citation-reality-check#2", "human_labels": ["human_feedback_general"], "issue_number": "2", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.65, "repo_full_name": "techlawyer19/citation-reality-check", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-ccc32f52c231ad3a", "helicopter_views": {}, "artifact_families": {"docs": 1, "tests": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 2, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "link_quality_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: techlawyer19/citation-reality-check\nThread: techlawyer19/citation-reality-check#2\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, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: techlawyer19/citation-reality-check#2\nRepo: techlawyer19/citation-reality-check\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-82678de7ed1c8497\",\n    \"kind\": \"issue_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/techlawyer19/citation-reality-check/issues/2\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_body\\nRepo: techlawyer19/citation-reality-check\\nAuthor: techlawyer19 (User)\\nURL: https://github.com/techlawyer19/citation-reality-check/issues/2\\nTitle: Court listener Verification MVP\\nBody:\\nAdd citation verification using CourtListener.\\n\\nGoals:\\n- Verify extracted citations against CourtListener.\\n- Update Verification Status column.\\n- Initial statuses:\\n  - Verified\\n  - Not Located\\n  - Unverified\\n- Only transmit citation strings required for lookup.\\n- Preserve local-first architecture.\\n\\nOut of scope:\\n- Proposition checking\\n- LLM analysis\\n- PDF support\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-88bdfaad0d61a187\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: techlawyer19/citation-reality-check\nGraph label: source_backed_multi_signal_graph\nNodes: 6\nEdges: 8\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"repo\": 1, \"source_artifact\": 2, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_source_artifact\": 2, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"docs\": 1, \"tests\": 1}\nHelicopter views: {}\nBundle labels: {\"source_backed_security_guardrail_bundle\": 1}\nCo-occurrence labels: {\"architecture_data_consistency_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/techlawyer19/citation-reality-check", "source_id": "comment-chain-pattern-assumption_checks-46e4fe495f7809a1", "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": "techlawyer19/citation-reality-check", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: techlawyer19/citation-reality-check"}, "properties": {"repobilityId": 312932, "scanner": "foundry_dataset", "fingerprint": "aac1b6331b313c3e9c510f9502f4fc7032cc95ed488d8d0b2e94fcfa1b28aa77", "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": "techlawyer19/citation-reality-check#1", "human_labels": ["human_feedback_general"], "issue_number": "1", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.59, "repo_full_name": "techlawyer19/citation-reality-check", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-a4f2ecf737a8ad76", "helicopter_views": {}, "artifact_families": {"docs": 1, "tests": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {}, "linked_commit_count": 3, "helicopter_view_count": 0, "source_artifact_count": 2, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "link_quality_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: techlawyer19/citation-reality-check\nThread: techlawyer19/citation-reality-check#1\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, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: techlawyer19/citation-reality-check#1\nRepo: techlawyer19/citation-reality-check\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 3\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-50b620928d5d26cc\",\n    \"kind\": \"issue_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/techlawyer19/citation-reality-check/issues/1\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_body\\nRepo: techlawyer19/citation-reality-check\\nAuthor: techlawyer19 (User)\\nURL: https://github.com/techlawyer19/citation-reality-check/issues/1\\nTitle: Build citation extraction prototype\\nBody:\\nGoal:\\n\\nAccept pasted legal text and extract case citations.\\n\\nSuccess criteria:\\n\\n- User enters text\\n- Application identifies citations\\n- Citations displayed in a table\\n\\nNo verification required yet.\\n\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-2db08a6c7dbcbad6\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: techlawyer19/citation-reality-check\nGraph label: source_backed_multi_signal_graph\nNodes: 6\nEdges: 8\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"repo\": 1, \"source_artifact\": 2, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 1, \"artifact_supports_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_source_artifact\": 2, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"docs\": 1, \"tests\": 1}\nHelicopter views: {}\nBundle labels: {\"source_backed_security_guardrail_bundle\": 1}\nCo-occurrence labels: {\"architecture_data_consistency_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/techlawyer19/citation-reality-check", "source_id": "comment-chain-pattern-assumption_checks-3c745333d489e8f8", "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": "techlawyer19/citation-reality-check", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_docs_only_fix", "level": "error", "message": {"text": "Foundry mined docs only runtime fix: techlawyer19/citation-reality-check"}, "properties": {"repobilityId": 358296, "scanner": "foundry_dataset", "fingerprint": "b1766412cad53b7e71a1494727734f1755ad7948a73eb8d45116045f8e63ef2d", "category": "practices", "severity": "high", "confidence": 0.8, "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": "Docs-only response to runtime or integration issue", "intent": "Assumption-check examples where docs or claims are not enough proof.", "labels": {"bug_fix": 1, "api_or_backend": 1, "docs_or_claims": 7, "schema_or_data": 1, "source_or_other": 4, "deployment_env_gap": 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": "docs_only_runtime_fix", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "docs_only_runtime_fix", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 50, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 13, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 12, "thread_has_comment_chain": 1, "comment_chain_links_commit": 2, "comment_chain_touches_file": 12, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 24, "node_types": {"repo": 1, "commit": 2, "thread": 1, "comment": 1, "pr_file": 13, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "techlawyer19/citation-reality-check#8", "issue_number": "8", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "techlawyer19/citation-reality-check", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-f042c89c03900c7a", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"api_or_backend": 4, "docs_or_claims": 28, "schema_or_data": 4, "source_or_other": 16}}, "text": "Graph query export: Docs-only response to runtime or integration issue\nQuery id: docs_only_runtime_fix\nQuery type: motif_query\nIntent: Assumption-check examples where docs or claims are not enough proof.\nMotif: docs_only_runtime_fix\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: techlawyer19/citation-reality-check\nThread: techlawyer19/citation-reality-check#8\nEvidence:\nGraph motif: Runtime/integration complaint answered mostly with docs or claims\nMotif id: docs_only_runtime_fix\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: techlawyer19/citation-reality-check\nThread: techlawyer19/citation-reality-check#8\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: techlawyer19/citation-reality-check#8\nRepo: techlawyer19/citation-reality-check\nIssue/PR number: 8\nGraph consistency label: supported_by_verification_signal\nNodes: 24\nEdges: 50\nNode types: {'pr_file': 13, 'link_quality': 3, 'commit': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'thread_touches_file': 13, 'comment_chain_touches_file': 12, 'issue_chain_touches_file': 12, '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: {'docs_or_claims': 7, 'source_or_other': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'deployment_env_gap': 1, 'api_or_backend': 1, 'schema_or_data': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1, 'bug_fix': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3}\nCI labels: {}\nCurriculum targets:\n- Train models to reject docs-only fixes for runtime, integration, data, or security failures.\n- Add paired examples where the correct fix changes executable paths and adds verification.\nAssumption checks:\n- Do changed files include executable code or only documentation/claims?\n- Does the complaint require runtime behavior that docs cannot prove?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/techlawyer19/citation-reality-check", "source_id": "graph-query-motif_query-c7afabfa240b4e8a", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/docs_only_runtime_fix/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "techlawyer19/citation-reality-check", "source_dataset": "graph_queries/docs_only_runtime_fix", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_schema_ui_api_gap", "level": "error", "message": {"text": "Foundry mined schema ui api mismatch: techlawyer19/citation-reality-check"}, "properties": {"repobilityId": 331049, "scanner": "foundry_dataset", "fingerprint": "3499d354537ad72e5ed9b7f6b72d9190937cd1eb4f99aa54181fa382ec2e8096", "category": "quality", "severity": "high", "confidence": 0.76, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"bug_fix": 1, "api_or_backend": 1, "docs_or_claims": 7, "schema_or_data": 1, "source_or_other": 4, "deployment_env_gap": 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": "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": 50, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 13, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 12, "thread_has_comment_chain": 1, "comment_chain_links_commit": 2, "comment_chain_touches_file": 12, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 24, "node_types": {"repo": 1, "commit": 2, "thread": 1, "comment": 1, "pr_file": 13, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "techlawyer19/citation-reality-check#8", "issue_number": "8", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "techlawyer19/citation-reality-check", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-a6db588cfe72342c", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"api_or_backend": 4, "docs_or_claims": 28, "schema_or_data": 4, "source_or_other": 16}}, "text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: techlawyer19/citation-reality-check\nThread: techlawyer19/citation-reality-check#8\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: techlawyer19/citation-reality-check\nThread: techlawyer19/citation-reality-check#8\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: techlawyer19/citation-reality-check#8\nRepo: techlawyer19/citation-reality-check\nIssue/PR number: 8\nGraph consistency label: supported_by_verification_signal\nNodes: 24\nEdges: 50\nNode types: {'pr_file': 13, 'link_quality': 3, 'commit': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'thread_touches_file': 13, 'comment_chain_touches_file': 12, 'issue_chain_touches_file': 12, '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: {'docs_or_claims': 7, 'source_or_other': 4, 'claimed_resolved_with_verification_signal': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'deployment_env_gap': 1, 'api_or_backend': 1, 'schema_or_data': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1, 'bug_fix': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/techlawyer19/citation-reality-check", "source_id": "graph-query-motif_query-196a7c0d33187a5d", "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": "techlawyer19/citation-reality-check", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: techlawyer19/citation-reality-check"}, "properties": {"repobilityId": 335078, "scanner": "foundry_dataset", "fingerprint": "9d6bb771d6623517803323c716916b2686265e8d3e69991fa9a72749c2818633", "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, "commit_general": 1, "source_or_other": 2, "security_or_secrets": 1, "generated_provenance": 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": 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": "techlawyer19/citation-reality-check#7", "issue_number": "7", "quality_tiers": {"high_confidence": 3}, "repo_full_name": "techlawyer19/citation-reality-check", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-c7a10e1391f8ec0f", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"source_or_other": 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_high_confidence_link\nRepo: techlawyer19/citation-reality-check\nThread: techlawyer19/citation-reality-check#7\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: techlawyer19/citation-reality-check\nThread: techlawyer19/citation-reality-check#7\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: techlawyer19/citation-reality-check#7\nRepo: techlawyer19/citation-reality-check\nIssue/PR number: 7\nGraph consistency label: supported_by_high_confidence_link\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_unverified': 3, 'source_or_other': 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_fix_attempt': 1, 'commit_general': 1, 'generated_provenance': 1, 'security_or_secrets': 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/techlawyer19/citation-reality-check", "source_id": "graph-query-motif_query-132807a8e77329c9", "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": "techlawyer19/citation-reality-check", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "scanner-9710c8d059e53154", "level": "none", "message": {"text": "No frontend routes/components detected"}, "properties": {"repobilityId": "44ca61485762e494", "scanner": "scanner-primary", "fingerprint": "9710c8d059e53154", "layer": "frontend", "severity": "info", "confidence": 1.0, "tags": ["coverage"]}}, {"ruleId": "scanner-6372cebde0220094", "level": "warning", "message": {"text": "No auth library detected"}, "properties": {"repobilityId": "a5b6035a5bbf8054", "scanner": "scanner-primary", "fingerprint": "6372cebde0220094", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["coverage", "auth"]}}, {"ruleId": "scanner-4601e3ad3bb28677", "level": "warning", "message": {"text": "No CI/CD pipelines detected"}, "properties": {"repobilityId": "c3ee439bce2bc51e", "scanner": "scanner-primary", "fingerprint": "4601e3ad3bb28677", "layer": "cicd", "severity": "medium", "confidence": 1.0, "tags": ["coverage"]}}, {"ruleId": "scanner-ea8f3013f588db25", "level": "note", "message": {"text": "Shallow git history limits provenance confidence"}, "properties": {"repobilityId": "f3bab33e50223f11", "scanner": "scanner-primary", "fingerprint": "ea8f3013f588db25", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}, {"ruleId": "scanner-20b787e565b8a2c2", "level": "none", "message": {"text": "Commented-code block (5 lines) in app.py:1"}, "properties": {"repobilityId": "a46cbb688debb7a6", "scanner": "scanner-primary", "fingerprint": "20b787e565b8a2c2", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-08e6a51bbad20cf7", "level": "none", "message": {"text": "Commented-code block (5 lines) in test_app.py:1"}, "properties": {"repobilityId": "6f2b8dd92ade2601", "scanner": "scanner-primary", "fingerprint": "08e6a51bbad20cf7", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-5bb779335bc2efc1", "level": "note", "message": {"text": "Stub function `raise_for_status` (body is just `pass`/`return`) \u2014 test_app.py:30"}, "properties": {"repobilityId": "d89a66cf493bf1da", "scanner": "scanner-primary", "fingerprint": "5bb779335bc2efc1", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "empty-handler", "dead-code"]}}, {"ruleId": "scanner-63c8822e5fc0024c", "level": "none", "message": {"text": "Commented-code block (5 lines) in scripts/make_sample.py:1"}, "properties": {"repobilityId": "51974faf5740143c", "scanner": "scanner-primary", "fingerprint": "63c8822e5fc0024c", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-2c04133e54348533", "level": "note", "message": {"text": "Near-duplicate function bodies in 2 places"}, "properties": {"repobilityId": "3c2c3b3bfbd44629", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}]}]}