{"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_blueprint_gap", "name": "Foundry mined blueprint gap alignment: tiennguyentt/knowledge-engine", "shortDescription": {"text": "Foundry mined blueprint gap alignment: tiennguyentt/knowledge-engine"}, "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: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#7\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#7\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tiennguyentt/knowledge-engine#7\nRepo: tiennguyentt/knowledge-engine\nIssue/PR number: 7\nGraph consistency label: supported_by_verification_signal\nNodes: 21\nEdges: 26\nNode types: {'link_quality': 6, 'commit': 3, 'alignment'"}, "properties": {"scanner": "foundry_dataset", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "cwe": "", "owasp": ""}}, {"id": "foundry_assumption_check", "name": "Foundry mined assumption checks: tiennguyentt/knowledge-engine", "shortDescription": {"text": "Foundry mined assumption checks: tiennguyentt/knowledge-engine"}, "fullDescription": {"text": "Comment chain pattern product: assumption_checks\nRepo: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#9\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: tiennguyentt/knowledge-engine#9\nRepo: tiennguyentt/knowledge-engine\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-2ecda1565f732552\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/tiennguyentt/knowledge-engine/pull/9\",\n    \"text\": \"GitHub feedback: hu"}, "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: tiennguyentt/knowledge-engine", "shortDescription": {"text": "Foundry mined test ci gap after feedback: tiennguyentt/knowledge-engine"}, "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: weak_supervision_needs_review\nRepo: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#35\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: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#35\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tiennguyentt/knowledge-engine#35\nRepo: tiennguyentt/knowledge-engine\nIssue/PR number: 35\nGraph consistency label: weak_supervision_needs_review\nNodes: 21\nEdges: 28\nNode types: {'link_quality': 6, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, "}, "properties": {"scanner": "foundry_dataset", "category": "testing", "severity": "high", "confidence": 0.78, "cwe": "", "owasp": ""}}, {"id": "foundry_schema_ui_api_gap", "name": "Foundry mined schema ui api mismatch: tiennguyentt/knowledge-engine", "shortDescription": {"text": "Foundry mined schema ui api mismatch: tiennguyentt/knowledge-engine"}, "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: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#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: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#1\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tiennguyentt/knowledge-engine#1\nRepo: tiennguyentt/knowledge-engine\nIssue/PR number: 1\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, '"}, "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: tiennguyentt/knowledge-engine", "shortDescription": {"text": "Foundry mined security auth guardrail gaps: tiennguyentt/knowledge-engine"}, "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: weak_supervision_needs_review\nRepo: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#8\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#8\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tiennguyentt/knowledge-engine#8\nRepo: tiennguyentt/knowledge-engine\nIssue/PR number: 8\nGraph consistency label: weak_supervision_needs_review\nNodes: 11\nEdges: 13\nNode types: {'link_quality': 3, 'commit': 2, 'thread': 1, 'rep"}, "properties": {"scanner": "foundry_dataset", "category": "auth", "severity": "critical", "confidence": 0.78, "cwe": "", "owasp": ""}}, {"id": "scanner-d536bdcf0f990096", "name": "Possibly dead Python function: render_playback", "shortDescription": {"text": "Possibly dead Python function: render_playback"}, "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-2188c482c5d80a06", "name": "Possibly dead Python function: bubble", "shortDescription": {"text": "Possibly dead Python function: bubble"}, "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-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-1da619b4c3bc37ac", "name": "Very large file: app.py (1524 lines)", "shortDescription": {"text": "Very large file: app.py (1524 lines)"}, "fullDescription": {"text": "Files with >800 lines often hide complexity hotspots and discourage tests."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-6893a6c8b0861585", "name": "Very low test-to-source ratio", "shortDescription": {"text": "Very low test-to-source ratio"}, "fullDescription": {"text": "2 test file(s) for 21 source file(s) (ratio 0.10). Consider adding integration or unit tests for critical paths."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-2d0c7b7ab8f8aacf", "name": "Critical user flow still appears backed by mock or placeholder data", "shortDescription": {"text": "Critical user flow still appears backed by mock or placeholder data"}, "fullDescription": {"text": "A payment/auth/admin/order/billing-style flow contains mock, fake, TODO, dummy, or placeholder markers in runtime source. In the Fable corpus this is a high-leverage completeness smell: the app can look finished while the money, identity, or tenant flow is still scaffolded."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-ea8f3013f588db25", "name": "Shallow git history limits provenance confidence", "shortDescription": {"text": "Shallow git history limits provenance confidence"}, "fullDescription": {"text": "The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-8424db9c75e04ba4", "name": "Very short observed git history", "shortDescription": {"text": "Very short observed git history"}, "fullDescription": {"text": "The repo has multiple source files but two or fewer visible commits. This is not a failure by itself, but it lowers confidence in evolution-based diagnosis."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-9431b9cb316311ff", "name": "Legacy-named symbol `model_copy` in app.py:1133", "shortDescription": {"text": "Legacy-named symbol `model_copy` in app.py:1133"}, "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-a2ae307d135e1fdd", "name": "Legacy-named symbol `model_copy` in engine/pipeline.py:151", "shortDescription": {"text": "Legacy-named symbol `model_copy` in engine/pipeline.py:151"}, "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}}]}}, "automationDetails": {"id": "repobility/21263"}, "properties": {"repository": "tiennguyentt/knowledge-engine", "repoUrl": "https://github.com/tiennguyentt/knowledge-engine", "branch": "main"}, "results": [{"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tiennguyentt/knowledge-engine"}, "properties": {"repobilityId": 356738, "scanner": "foundry_dataset", "fingerprint": "07d79058ed73a0e534e637e15a1a9c373347e4163d0f335a84dc4c814b6c4ae2", "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": 1, "ui_workflow_gap": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 26, "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": 3, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 21, "node_types": {"repo": 1, "commit": 3, "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": "tiennguyentt/knowledge-engine#7", "issue_number": "7", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tiennguyentt/knowledge-engine", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-67395411c76c8ce6", "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: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#7\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#7\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tiennguyentt/knowledge-engine#7\nRepo: tiennguyentt/knowledge-engine\nIssue/PR number: 7\nGraph consistency label: supported_by_verification_signal\nNodes: 21\nEdges: 26\nNode types: {'link_quality': 6, 'commit': 3, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 3, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'ui_workflow': 1, 'weak blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tiennguyentt/knowledge-engine", "source_id": "graph-query-motif_query-16d3de05a9bd3fad", "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": "tiennguyentt/knowledge-engine", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tiennguyentt/knowledge-engine"}, "properties": {"repobilityId": 356737, "scanner": "foundry_dataset", "fingerprint": "ca5279c54ffd3276c53cad7a91748024ecd7e7f59bb4652890b58d065e600fb5", "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": 1, "ui_workflow_gap": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tiennguyentt/knowledge-engine#6", "issue_number": "6", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tiennguyentt/knowledge-engine", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-335d1a1bc0863bce", "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: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#6\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#6\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tiennguyentt/knowledge-engine#6\nRepo: tiennguyentt/knowledge-engine\nIssue/PR number: 6\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'ui_workflow': 1, 'bug_fix': 1, 'weak blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tiennguyentt/knowledge-engine", "source_id": "graph-query-motif_query-680ce457908f505d", "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": "tiennguyentt/knowledge-engine", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tiennguyentt/knowledge-engine"}, "properties": {"repobilityId": 356736, "scanner": "foundry_dataset", "fingerprint": "af42042fdb9ff1f85e7970f240109deee5151aefa2ac27a180938a311edd7104", "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": 1, "source_or_other": 1, "weak blueprint fit": 1, "api_integration_gap": 1, "partial blueprint fit": 2, "ci_pending_or_incomplete": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 1, "comment_chain_has_ci": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 1, "comment_chain_touches_file": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 21, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 1, "pr_file": 1, "alignment": 3, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tiennguyentt/knowledge-engine#35", "issue_number": "35", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "tiennguyentt/knowledge-engine", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-908529b1ba94167a", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {"source_or_other": 4}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#35\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#35\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tiennguyentt/knowledge-engine#35\nRepo: tiennguyentt/knowledge-engine\nIssue/PR number: 35\nGraph consistency label: weak_supervision_needs_review\nNodes: 21\nEdges: 28\nNode types: {'link_quality': 6, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_file': 1, 'comment_chain': 1, 'commit': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_touches_file': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_links_commit': 1, 'comment_chain_has_ci': 1, 'comment_chain_touches_file': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'issue_chain_touches_file': 1, 'thread_has_fix_outcome': 1}\nLabels: {'claimed_resolved_unverified': 3, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'source_or_other': 1, 'human_reported_issue_then_fix_attempt': 1, 'ui_workflow': 1, 'ci_pending_or_incomplete': 1, 'weak blueprint fit': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\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/tiennguyentt/knowledge-engine", "source_id": "graph-query-motif_query-0c195dc13ee17ef2", "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": "tiennguyentt/knowledge-engine", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tiennguyentt/knowledge-engine"}, "properties": {"repobilityId": 356735, "scanner": "foundry_dataset", "fingerprint": "8e2675f880941a51af11263f841c28beffb3b7badf835e40398b36bf5849a133", "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": 1, "source_or_other": 1, "weak blueprint fit": 1, "api_integration_gap": 1, "partial blueprint fit": 2, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 2, "comment_chain_touches_file": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 21, "node_types": {"repo": 1, "commit": 2, "thread": 1, "comment": 1, "pr_file": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tiennguyentt/knowledge-engine#34", "issue_number": "34", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "tiennguyentt/knowledge-engine", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-68259037eae340d9", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {"source_or_other": 4}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#34\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: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#34\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tiennguyentt/knowledge-engine#34\nRepo: tiennguyentt/knowledge-engine\nIssue/PR number: 34\nGraph consistency label: weak_supervision_needs_review\nNodes: 21\nEdges: 28\nNode types: {'link_quality': 6, 'alignment': 3, 'blueprint_finding': 3, 'commit': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_file': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, '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_touches_file': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_touches_file': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'issue_chain_touches_file': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'claimed_resolved_unverified': 3, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'source_or_other': 1, 'human_reported_issue_then_fix_attempt': 1, 'ui_workflow': 1, 'bug_fix': 1, 'weak blueprint fit': 1}\nOutcomes: {'claimed_resolved_unverified': 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/tiennguyentt/knowledge-engine", "source_id": "graph-query-motif_query-4ca34d903380c9db", "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": "tiennguyentt/knowledge-engine", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tiennguyentt/knowledge-engine"}, "properties": {"repobilityId": 356734, "scanner": "foundry_dataset", "fingerprint": "dbc88173b6727a3525520232e2fa9f0eff4ede2893bdae5391a7838b927cbe6a", "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": 1, "source_or_other": 1, "weak blueprint fit": 1, "api_integration_gap": 1, "partial blueprint fit": 2, "verification_or_tests": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 2, "comment_chain_touches_file": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 21, "node_types": {"repo": 1, "commit": 2, "thread": 1, "comment": 1, "pr_file": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tiennguyentt/knowledge-engine#33", "issue_number": "33", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "tiennguyentt/knowledge-engine", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-4d038f3157baf9a9", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"source_or_other": 4}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#33\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: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#33\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tiennguyentt/knowledge-engine#33\nRepo: tiennguyentt/knowledge-engine\nIssue/PR number: 33\nGraph consistency label: supported_by_verification_signal\nNodes: 21\nEdges: 28\nNode types: {'link_quality': 6, 'alignment': 3, 'blueprint_finding': 3, 'commit': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_file': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, '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_touches_file': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_touches_file': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'issue_chain_touches_file': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'source_or_other': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'ui_workflow': 1, 'verification_or_tests': 1, 'weak blueprint fit': 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/tiennguyentt/knowledge-engine", "source_id": "graph-query-motif_query-b11d4495ee6e995f", "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": "tiennguyentt/knowledge-engine", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tiennguyentt/knowledge-engine"}, "properties": {"repobilityId": 356733, "scanner": "foundry_dataset", "fingerprint": "151b647e71d52232dd5a2e783387d003a456841dd1cb894fd38d4ac31cf5aef3", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 2, "ui_workflow": 2, "source_or_other": 1, "ui_workflow_gap": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "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": 31, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 24, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tiennguyentt/knowledge-engine#32", "issue_number": "32", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tiennguyentt/knowledge-engine", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-b9c273f36c878bd7", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"source_or_other": 4}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#32\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#32\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tiennguyentt/knowledge-engine#32\nRepo: tiennguyentt/knowledge-engine\nIssue/PR number: 32\nGraph consistency label: supported_by_verification_signal\nNodes: 24\nEdges: 31\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_file': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_touches_file': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_touches_file': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'issue_chain_touches_file': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'ui_workflow': 2, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'source_or_other': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1, 'weak blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tiennguyentt/knowledge-engine", "source_id": "graph-query-motif_query-dc0697e2c8573341", "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": "tiennguyentt/knowledge-engine", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tiennguyentt/knowledge-engine"}, "properties": {"repobilityId": 356732, "scanner": "foundry_dataset", "fingerprint": "b3e92430a82f9a845a65f11a25794e5151c24bdfe33625d06c763922c796120c", "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": 3, "source_or_other": 1, "ui_workflow_gap": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "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": 31, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 24, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tiennguyentt/knowledge-engine#29", "issue_number": "29", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tiennguyentt/knowledge-engine", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-f8e51d28cca6bc84", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"source_or_other": 4}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#29\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#29\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tiennguyentt/knowledge-engine#29\nRepo: tiennguyentt/knowledge-engine\nIssue/PR number: 29\nGraph consistency label: supported_by_verification_signal\nNodes: 24\nEdges: 31\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_file': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_touches_file': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_touches_file': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'issue_chain_touches_file': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ui_workflow': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'source_or_other': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1, 'bug_fix': 1, 'weak blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tiennguyentt/knowledge-engine", "source_id": "graph-query-motif_query-9afaafd9c91c698c", "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": "tiennguyentt/knowledge-engine", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tiennguyentt/knowledge-engine"}, "properties": {"repobilityId": 356731, "scanner": "foundry_dataset", "fingerprint": "fe63fae83dc9db362c6089b6e772887cb8898c3afbe13ede0625d82b1611c45f", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 4, "test_ci_gap": 1, "source_or_other": 2, "weak blueprint fit": 1, "partial blueprint fit": 2, "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": 34, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 2, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 2, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 25, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 2, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tiennguyentt/knowledge-engine#27", "issue_number": "27", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tiennguyentt/knowledge-engine", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-f5b0aa3d62d74312", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"source_or_other": 8}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#27\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#27\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tiennguyentt/knowledge-engine#27\nRepo: tiennguyentt/knowledge-engine\nIssue/PR number: 27\nGraph consistency label: supported_by_verification_signal\nNodes: 25\nEdges: 34\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'pr_file': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'thread_touches_file': 2, 'comment_chain_touches_file': 2, 'issue_chain_touches_file': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'source_or_other': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1, 'weak blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tiennguyentt/knowledge-engine", "source_id": "graph-query-motif_query-4634fcefc79bf9e5", "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": "tiennguyentt/knowledge-engine", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tiennguyentt/knowledge-engine"}, "properties": {"repobilityId": 356730, "scanner": "foundry_dataset", "fingerprint": "d942ddc59379178d92562b34b22ec9ed7c07a73cd55e6377a604a0194dcf08f0", "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": 1, "source_or_other": 1, "ui_workflow_gap": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 31, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 24, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tiennguyentt/knowledge-engine#26", "issue_number": "26", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tiennguyentt/knowledge-engine", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-f46598bd2b70434e", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"source_or_other": 4}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#26\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: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#26\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tiennguyentt/knowledge-engine#26\nRepo: tiennguyentt/knowledge-engine\nIssue/PR number: 26\nGraph consistency label: supported_by_verification_signal\nNodes: 24\nEdges: 31\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_file': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_touches_file': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_touches_file': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'issue_chain_touches_file': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'source_or_other': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'ui_workflow': 1, 'weak blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tiennguyentt/knowledge-engine", "source_id": "graph-query-motif_query-843b7c9ac4c7dc7f", "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": "tiennguyentt/knowledge-engine", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tiennguyentt/knowledge-engine"}, "properties": {"repobilityId": 356729, "scanner": "foundry_dataset", "fingerprint": "7ae96e6c3a9f64436689f1761ee88f4aab84ce851425978f0930953c7d372fd7", "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": 1, "source_or_other": 1, "ui_workflow_gap": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 31, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 24, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tiennguyentt/knowledge-engine#25", "issue_number": "25", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tiennguyentt/knowledge-engine", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-6b799682730261fe", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"source_or_other": 4}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#25\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#25\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tiennguyentt/knowledge-engine#25\nRepo: tiennguyentt/knowledge-engine\nIssue/PR number: 25\nGraph consistency label: supported_by_verification_signal\nNodes: 24\nEdges: 31\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_file': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_touches_file': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_touches_file': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'issue_chain_touches_file': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'source_or_other': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'ui_workflow': 1, 'weak blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tiennguyentt/knowledge-engine", "source_id": "graph-query-motif_query-7528289bc617c44b", "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": "tiennguyentt/knowledge-engine", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tiennguyentt/knowledge-engine"}, "properties": {"repobilityId": 356728, "scanner": "foundry_dataset", "fingerprint": "7913290080195431dd5dbfac2e93509746147b85d928fa90275800471149a02e", "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": 1, "source_or_other": 2, "ui_workflow_gap": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 34, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 2, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 2, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 25, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 2, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tiennguyentt/knowledge-engine#22", "issue_number": "22", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tiennguyentt/knowledge-engine", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-a1dcbd9acf7ab9b4", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"source_or_other": 8}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#22\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#22\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tiennguyentt/knowledge-engine#22\nRepo: tiennguyentt/knowledge-engine\nIssue/PR number: 22\nGraph consistency label: supported_by_verification_signal\nNodes: 25\nEdges: 34\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'pr_file': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'thread_touches_file': 2, 'comment_chain_touches_file': 2, 'issue_chain_touches_file': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'source_or_other': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'ui_workflow': 1, 'weak blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tiennguyentt/knowledge-engine", "source_id": "graph-query-motif_query-a21cc68383773e93", "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": "tiennguyentt/knowledge-engine", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tiennguyentt/knowledge-engine"}, "properties": {"repobilityId": 356727, "scanner": "foundry_dataset", "fingerprint": "14ffec05eeeb322a61928bbb205cca8cd18e71b2df65c08be2afe56e33a475e8", "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, "ui_workflow": 1, "source_or_other": 1, "ui_workflow_gap": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 34, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 2, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 2, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 25, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 2, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tiennguyentt/knowledge-engine#21", "issue_number": "21", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tiennguyentt/knowledge-engine", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-94b793d4c5f7202f", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"test_or_ci": 4, "source_or_other": 4}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#21\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#21\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tiennguyentt/knowledge-engine#21\nRepo: tiennguyentt/knowledge-engine\nIssue/PR number: 21\nGraph consistency label: supported_by_verification_signal\nNodes: 25\nEdges: 34\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'pr_file': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'thread_touches_file': 2, 'comment_chain_touches_file': 2, 'issue_chain_touches_file': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'source_or_other': 1, 'test_or_ci': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'ui_workflow': 1, 'weak blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tiennguyentt/knowledge-engine", "source_id": "graph-query-motif_query-b9cc71af01fadfd4", "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": "tiennguyentt/knowledge-engine", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tiennguyentt/knowledge-engine"}, "properties": {"repobilityId": 356726, "scanner": "foundry_dataset", "fingerprint": "2e6915473359c8e88fe7ce311e37ecc2199525e73df343d730dba6ffb624185d", "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": 1, "source_or_other": 1, "ui_workflow_gap": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 31, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 24, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tiennguyentt/knowledge-engine#17", "issue_number": "17", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tiennguyentt/knowledge-engine", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-dae259b992496d18", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"source_or_other": 4}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#17\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: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#17\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tiennguyentt/knowledge-engine#17\nRepo: tiennguyentt/knowledge-engine\nIssue/PR number: 17\nGraph consistency label: supported_by_verification_signal\nNodes: 24\nEdges: 31\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_file': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_touches_file': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_touches_file': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'issue_chain_touches_file': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'source_or_other': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'ui_workflow': 1, 'weak blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tiennguyentt/knowledge-engine", "source_id": "graph-query-motif_query-8155e32e4acf59f3", "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": "tiennguyentt/knowledge-engine", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tiennguyentt/knowledge-engine"}, "properties": {"repobilityId": 356725, "scanner": "foundry_dataset", "fingerprint": "ad8defa7074e351a4b7d32ad6ce976fd6337142e63d90fe11fdeeebfe959bcf4", "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": 1, "source_or_other": 1, "ui_workflow_gap": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 29, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 3, "comment_chain_touches_file": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 22, "node_types": {"repo": 1, "commit": 3, "thread": 1, "comment": 1, "pr_file": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tiennguyentt/knowledge-engine#16", "issue_number": "16", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tiennguyentt/knowledge-engine", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-caf93dca4852e219", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"source_or_other": 4}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#16\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#16\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tiennguyentt/knowledge-engine#16\nRepo: tiennguyentt/knowledge-engine\nIssue/PR number: 16\nGraph consistency label: supported_by_verification_signal\nNodes: 22\nEdges: 29\nNode types: {'link_quality': 6, 'commit': 3, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_file': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 3, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_touches_file': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_touches_file': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'issue_chain_touches_file': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'source_or_other': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'ui_workflow': 1, 'weak blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tiennguyentt/knowledge-engine", "source_id": "graph-query-motif_query-75fcb464a6984a36", "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": "tiennguyentt/knowledge-engine", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tiennguyentt/knowledge-engine"}, "properties": {"repobilityId": 356724, "scanner": "foundry_dataset", "fingerprint": "e0ffccff7e3df4c3811ea53d7028e8a551b5c17183765e4b77cd778c8cf6ea7d", "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": 2, "ui_workflow_gap": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tiennguyentt/knowledge-engine#15", "issue_number": "15", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tiennguyentt/knowledge-engine", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-6762075a50f23425", "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: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#15\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#15\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tiennguyentt/knowledge-engine#15\nRepo: tiennguyentt/knowledge-engine\nIssue/PR number: 15\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'ui_workflow': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'weak blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tiennguyentt/knowledge-engine", "source_id": "graph-query-motif_query-5726f69d006794ae", "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": "tiennguyentt/knowledge-engine", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tiennguyentt/knowledge-engine"}, "properties": {"repobilityId": 356723, "scanner": "foundry_dataset", "fingerprint": "7f25be800e2909c493cee27dd994190f292378becc00c640bd676c860e8ffd86", "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": 1, "weak blueprint fit": 1, "api_integration_gap": 1, "partial blueprint fit": 2, "verification_or_tests": 4, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tiennguyentt/knowledge-engine#13", "issue_number": "13", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "tiennguyentt/knowledge-engine", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-aba5b8eed0040ba8", "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: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#13\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#13\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tiennguyentt/knowledge-engine#13\nRepo: tiennguyentt/knowledge-engine\nIssue/PR number: 13\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'ui_workflow': 1, 'weak blueprint fit': 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/tiennguyentt/knowledge-engine", "source_id": "graph-query-motif_query-87a0d32447937712", "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": "tiennguyentt/knowledge-engine", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tiennguyentt/knowledge-engine"}, "properties": {"repobilityId": 356722, "scanner": "foundry_dataset", "fingerprint": "5d9faf1993ac34bf071f3ea3ad94be97fda01732b5f4510d2f215f50ba96af0c", "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": 2, "ui_workflow_gap": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "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": 26, "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": 3, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 21, "node_types": {"repo": 1, "commit": 3, "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": "tiennguyentt/knowledge-engine#12", "issue_number": "12", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tiennguyentt/knowledge-engine", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-5606ee9d23b5994b", "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: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#12\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#12\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tiennguyentt/knowledge-engine#12\nRepo: tiennguyentt/knowledge-engine\nIssue/PR number: 12\nGraph consistency label: supported_by_verification_signal\nNodes: 21\nEdges: 26\nNode types: {'link_quality': 6, 'commit': 3, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 3, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'ui_workflow': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1, 'weak blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tiennguyentt/knowledge-engine", "source_id": "graph-query-motif_query-9b9fb831c5716a55", "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": "tiennguyentt/knowledge-engine", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tiennguyentt/knowledge-engine"}, "properties": {"repobilityId": 356721, "scanner": "foundry_dataset", "fingerprint": "1076a0a8ff468ae9ebe76835a47c6fe7d2d248aa4643eeb066f78cb40601f274", "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": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 4, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tiennguyentt/knowledge-engine#1", "issue_number": "1", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tiennguyentt/knowledge-engine", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-8bdf05fa948dcdbd", "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: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#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: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#1\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tiennguyentt/knowledge-engine#1\nRepo: tiennguyentt/knowledge-engine\nIssue/PR number: 1\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'ui_workflow': 1, 'weak blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tiennguyentt/knowledge-engine", "source_id": "graph-query-motif_query-4f4ded7bd93fd102", "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": "tiennguyentt/knowledge-engine", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tiennguyentt/knowledge-engine"}, "properties": {"repobilityId": 313027, "scanner": "foundry_dataset", "fingerprint": "b856126c9fe5c18170beee70678691b67daa29af9508d38b1a544170b9198aaf", "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": "tiennguyentt/knowledge-engine#9", "human_labels": ["human_feedback_general"], "issue_number": "9", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.742, "repo_full_name": "tiennguyentt/knowledge-engine", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-4a83070fd95ecf55", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 3, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#9\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: tiennguyentt/knowledge-engine#9\nRepo: tiennguyentt/knowledge-engine\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-2ecda1565f732552\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/tiennguyentt/knowledge-engine/pull/9\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: tiennguyentt/knowledge-engine\\nAuthor: tiennguyentt (User)\\nURL: https://github.com/tiennguyentt/knowledge-engine/pull/9\\nTitle: Drop unverified model id from live-run list\\nBody:\\nRemove deepseek-v3.2-exp (unverified OpenRouter id) from the dropdown to avoid a failing run; known-good ids remain and free-text entry still allows any id. 14 tests pass.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-388685f160036e82\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tiennguyentt/knowledge-engine\nGraph label: source_artifact_without_verification_graph\nNodes: 5\nEdges: 6\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"repo\": 1, \"source_artifact\": 1, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_source_artifact\": 1, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"docs\": 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/tiennguyentt/knowledge-engine", "source_id": "comment-chain-pattern-assumption_checks-ae9b08330c27c8d1", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "tiennguyentt/knowledge-engine", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tiennguyentt/knowledge-engine"}, "properties": {"repobilityId": 313026, "scanner": "foundry_dataset", "fingerprint": "c6edc0f0df0776d6b874e1577a26846887a7e7ecf2e86289f0bec2b00b13c85a", "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": "tiennguyentt/knowledge-engine#8", "human_labels": ["security_auth_secret"], "issue_number": "8", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.725, "repo_full_name": "tiennguyentt/knowledge-engine", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-aed09aac403c127a", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 2, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#8\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: tiennguyentt/knowledge-engine#8\nRepo: tiennguyentt/knowledge-engine\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-acd13f9deff2d6c1\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tiennguyentt/knowledge-engine/pull/8\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: pull_request_body\\nRepo: tiennguyentt/knowledge-engine\\nAuthor: tiennguyentt (User)\\nURL: https://github.com/tiennguyentt/knowledge-engine/pull/8\\nTitle: Surface model picker for the live run\\nBody:\\nModel selector was buried in the BYO-key expander and the sponsored run used a hardcoded model. 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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": "tiennguyentt/knowledge-engine#4", "human_labels": ["agent_instruction_gap"], "issue_number": "4", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.795, "repo_full_name": "tiennguyentt/knowledge-engine", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-48969e55fcb1f0e2", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 0, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {}, "linked_commit_count": 4, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#4\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: tiennguyentt/knowledge-engine#4\nRepo: tiennguyentt/knowledge-engine\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 1\nLinked commit count: 4\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-df35a85daf3c519e\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tiennguyentt/knowledge-engine/pull/4\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: tiennguyentt/knowledge-engine\\nAuthor: tiennguyentt (User)\\nURL: https://github.com/tiennguyentt/knowledge-engine/pull/4\\nTitle: Hero = live reasoning trace (show the logic, not wording)\\nBody:\\nReplaces the static before/after diff with an animated reasoning trace that replays the run's real logic chain \u2014 scan sources \u2192 ground a claim to its source \u2192 spec-vs-code contradiction (policy 48h vs code PAYOUT_SLA_HOURS=120) \u2192 ungrounded-requirement gate hit \u2192 a real debate turn \u2192 authority resolution \u2192 grounded fix. 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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": "tiennguyentt/knowledge-engine#35", "human_labels": ["api_integration_gap", "source_or_other"], "issue_number": "35", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.783, "repo_full_name": "tiennguyentt/knowledge-engine", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-dfc31c85e5bc82af", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 1, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {"source_or_other": 1}, "linked_commit_count": 1, "helicopter_view_count": 0, "source_artifact_count": 1, 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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": "tiennguyentt/knowledge-engine#34", "human_labels": ["api_integration_gap", "source_or_other"], "issue_number": "34", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.76, "repo_full_name": "tiennguyentt/knowledge-engine", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-36394a52aba38c60", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 1, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {"source_or_other": 1}, "linked_commit_count": 2, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#34\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: tiennguyentt/knowledge-engine#34\nRepo: tiennguyentt/knowledge-engine\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: 1\nLabels: {'api_integration_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'source_or_other': 1}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-553e9295d079cd63\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tiennguyentt/knowledge-engine/pull/34\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: tiennguyentt/knowledge-engine\\nAuthor: tiennguyentt (User)\\nURL: https://github.com/tiennguyentt/knowledge-engine/pull/34\\nTitle: Remove the hardcoded hero headline\\nBody:\\nDrop the fixed \\\"Approved on paper\u2026\\\" headline from the Overview hero per request. 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Wrapping main in st.empty() wasn't enough \u2014 Streamlit reconciles same-position containers child-by-child, so the recorded report's trailing elements lingered behind the live progress, and auto-prune only runs on script completion (which a blocking pipeline never reaches). Now body holds only the recorded report; a live run calls body.empty() (its sole op, so the clear delta is unambiguously flushed before the block) then renders live UI after it. 14/14 tests pass.\\n\\n\ud83e\udd16 Generated with [Claude Code](https://claude.com/claude-code)\"\n  }\n]\nChanged files:\n[\n  {\n    \"id\": \"github-pr-file-file-13bd0ec656b7ba04\",\n    \"filename\": \"app.py\",\n    \"label\": \"source_or_other\",\n    \"status\": \"modified\",\n    \"additions\": 11,\n    \"deletions\": 9,\n    \"changes\": 20,\n    \"blob_url\": \"https://github.com/tiennguyentt/knowledge-engine/blob/ef8552e8ea4b8dc2160902f70c63bada08783b88/app.py\"\n  }\n]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-d4902493736dd36c\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tiennguyentt/knowledge-engine\nGraph label: source_artifact_without_verification_graph\nNodes: 5\nEdges: 6\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"repo\": 1, \"source_artifact\": 1, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_source_artifact\": 1, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"docs\": 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/tiennguyentt/knowledge-engine", "source_id": "comment-chain-pattern-assumption_checks-611921d2dacd9f11", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "tiennguyentt/knowledge-engine", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tiennguyentt/knowledge-engine"}, "properties": {"repobilityId": 313021, "scanner": "foundry_dataset", "fingerprint": "6309ad85b404674a464a2af831b3004d10efed8a1fe8c9e97900fbfa64b7e6a1", "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": "tiennguyentt/knowledge-engine#24", "human_labels": ["human_feedback_general", "source_or_other"], "issue_number": "24", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.742, "repo_full_name": "tiennguyentt/knowledge-engine", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-769baf511bb53837", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 3, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {"source_or_other": 3}, "linked_commit_count": 3, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#24\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: tiennguyentt/knowledge-engine#24\nRepo: tiennguyentt/knowledge-engine\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: 3\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {'source_or_other': 3}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-f4f943dea922d5b0\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/tiennguyentt/knowledge-engine/pull/24\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: tiennguyentt/knowledge-engine\\nAuthor: tiennguyentt (User)\\nURL: https://github.com/tiennguyentt/knowledge-engine/pull/24\\nTitle: Remove every em-dash from user-facing copy\\nBody:\\nSwept all em-dashes (\u2014) across app/theme/intro (112), commas for prose, middle-dots for separators; en-dashes (D1\u2013D5) and arrows preserved. Plain human copy, no em-dash tell. 14 tests pass.\"\n  }\n]\nChanged files:\n[\n  {\n    \"id\": \"github-pr-file-file-c57883c62c5bcfb6\",\n    \"filename\": \"app.py\",\n    \"label\": \"source_or_other\",\n    \"status\": \"modified\",\n    \"additions\": 86,\n    \"deletions\": 86,\n    \"changes\": 172,\n    \"blob_url\": \"https://github.com/tiennguyentt/knowledge-engine/blob/ab234d5b90ff695cfeb1fe8636b405ad0a048739/app.py\"\n  },\n  {\n    \"id\": \"github-pr-file-file-e0c302a87a3ba7a6\",\n    \"filename\": \"intro.py\",\n    \"label\": \"source_or_other\",\n    \"status\": \"modified\",\n    \"additions\": 12,\n    \"deletions\": 12,\n    \"changes\": 24,\n    \"blob_url\": \"https://github.com/tiennguyentt/knowledge-engine/blob/ab234d5b90ff695cfeb1fe8636b405ad0a048739/intro.py\"\n  },\n  {\n    \"id\": \"github-pr-file-file-b4ba565038397d44\",\n    \"filename\": \"theme.py\",\n    \"label\": \"source_or_other\",\n    \"status\": \"modified\",\n    \"additions\": 10,\n    \"deletions\": 10,\n    \"changes\": 20,\n    \"blob_url\": \"https://github.com/tiennguyentt/knowledge-engine/blob/ab234d5b90ff695cfeb1fe8636b405ad0a048739/theme.py\"\n  }\n]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-fc6b930e62332c7f\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tiennguyentt/knowledge-engine\nGraph label: source_artifact_without_verification_graph\nNodes: 5\nEdges: 6\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"repo\": 1, \"source_artifact\": 1, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tiennguyentt/knowledge-engine", "source_id": "comment-chain-pattern-assumption_checks-0ee64dd7453227d8", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "tiennguyentt/knowledge-engine", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tiennguyentt/knowledge-engine"}, "properties": {"repobilityId": 313020, "scanner": "foundry_dataset", "fingerprint": "71754127f400ef0470aca02bb45edf0a322d885fafa2c26a19d285d6def881b4", "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": "tiennguyentt/knowledge-engine#23", "human_labels": ["human_feedback_general", "source_or_other"], "issue_number": "23", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.76, "repo_full_name": "tiennguyentt/knowledge-engine", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-48189a616314d5b7", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 1, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {"source_or_other": 1}, "linked_commit_count": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#23\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision\nChain evidence:\nIssue/PR evidence chain: tiennguyentt/knowledge-engine#23\nRepo: tiennguyentt/knowledge-engine\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: 1\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {'source_or_other': 1}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-3077b88faf41409c\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/tiennguyentt/knowledge-engine/pull/23\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: tiennguyentt/knowledge-engine\\nAuthor: tiennguyentt (User)\\nURL: https://github.com/tiennguyentt/knowledge-engine/pull/23\\nTitle: Anti-slop hero copy: no em-dash, plain wording\\nBody:\\nRewrote the hero headline/subs in plain human language, removed em-dashes and the preachy phrasing; 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Default the no-key live run to deepseek-chat (fast, fits cap), add moonshotai/kimi-k2 (verified id), keep V4 selectable with a 'slower, may not finish' note. 14 tests pass.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-530d7a0a58eb0f0e\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: tiennguyentt/knowledge-engine\nGraph label: source_artifact_without_verification_graph\nNodes: 5\nEdges: 6\nNode types: {\"cooccurrence_profile\": 1, \"github_repo_summary\": 1, \"repo\": 1, \"source_artifact\": 1, \"source_bundle\": 1}\nEdge types: {\"artifact_needs_claim_verification\": 1, \"repo_has_cooccurrence_profile\": 1, \"repo_has_github_evidence_summary\": 1, \"repo_has_source_artifact\": 1, \"repo_has_source_bundle\": 1, \"source_bundle_uses_cooccurrence_profile\": 1}\nArtifact families: {\"docs\": 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/tiennguyentt/knowledge-engine", "source_id": "comment-chain-pattern-assumption_checks-99e49f1422f65832", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_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": "tiennguyentt/knowledge-engine", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: tiennguyentt/knowledge-engine"}, "properties": {"repobilityId": 341259, "scanner": "foundry_dataset", "fingerprint": "31a0c70620c9488ffda3b4a478a2088978ec6e955e8bbce734fa535b1cdec94e", "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. 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"alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 1, "comment_chain_touches_file": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 21, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 1, "pr_file": 1, "alignment": 3, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tiennguyentt/knowledge-engine#35", "issue_number": "35", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "tiennguyentt/knowledge-engine", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-027b6f2f2e74b5a4", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {"source_or_other": 4}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: weak_supervision_needs_review\nRepo: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#35\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: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#35\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tiennguyentt/knowledge-engine#35\nRepo: tiennguyentt/knowledge-engine\nIssue/PR number: 35\nGraph consistency label: weak_supervision_needs_review\nNodes: 21\nEdges: 28\nNode types: {'link_quality': 6, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_file': 1, 'comment_chain': 1, 'commit': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_touches_file': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_links_commit': 1, 'comment_chain_has_ci': 1, 'comment_chain_touches_file': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'issue_chain_touches_file': 1, 'thread_has_fix_outcome': 1}\nLabels: {'claimed_resolved_unverified': 3, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'source_or_other': 1, 'human_reported_issue_then_fix_attempt': 1, 'ui_workflow': 1, 'ci_pending_or_incomplete': 1, 'weak blueprint fit': 1}\nOutcomes: {'claimed_resolved_unverified': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tiennguyentt/knowledge-engine", "source_id": "graph-query-motif_query-7e6a8de17e4845bd", "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": "tiennguyentt/knowledge-engine", "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: tiennguyentt/knowledge-engine"}, "properties": {"repobilityId": 341258, "scanner": "foundry_dataset", "fingerprint": "5d27ff88312f0202387bc519ecf65504bfc6f0ceca834dcf1c1defd6d0948974", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 4, "test_ci_gap": 1, "source_or_other": 2, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 34, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 2, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 2, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "comment_chain_touches_file": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 25, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "pr_file": 2, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tiennguyentt/knowledge-engine#27", "issue_number": "27", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tiennguyentt/knowledge-engine", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-3188bc10c3fc2a78", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"source_or_other": 8}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#27\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#27\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tiennguyentt/knowledge-engine#27\nRepo: tiennguyentt/knowledge-engine\nIssue/PR number: 27\nGraph consistency label: supported_by_verification_signal\nNodes: 25\nEdges: 34\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'pr_file': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'thread_touches_file': 2, 'comment_chain_touches_file': 2, 'issue_chain_touches_file': 2, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'source_or_other': 2, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'verification_or_tests': 1, 'weak blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tiennguyentt/knowledge-engine", "source_id": "graph-query-motif_query-32d7c85818c5b70a", "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": "tiennguyentt/knowledge-engine", "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: tiennguyentt/knowledge-engine"}, "properties": {"repobilityId": 331058, "scanner": "foundry_dataset", "fingerprint": "41a3e7df0846cfab8d6912f3a10f86434b4d041173c81f0f4df3120ce8b654dd", "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": {"ui_workflow": 1, "weak blueprint fit": 1, "partial blueprint fit": 2, "verification_or_tests": 4, "data_schema_persistence": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 28, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 23, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "tiennguyentt/knowledge-engine#1", "issue_number": "1", "quality_tiers": {"high_confidence": 3, "assumption_check": 3}, "repo_full_name": "tiennguyentt/knowledge-engine", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-939b4885b944ddff", "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: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#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: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#1\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tiennguyentt/knowledge-engine#1\nRepo: tiennguyentt/knowledge-engine\nIssue/PR number: 1\nGraph consistency label: supported_by_verification_signal\nNodes: 23\nEdges: 28\nNode types: {'link_quality': 6, 'commit': 5, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'comment_chain_links_commit': 5, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'data_schema_persistence': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'ui_workflow': 1, 'weak blueprint fit': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tiennguyentt/knowledge-engine", "source_id": "graph-query-motif_query-2772fb3ebd05976b", "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": "tiennguyentt/knowledge-engine", "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: tiennguyentt/knowledge-engine"}, "properties": {"repobilityId": 335108, "scanner": "foundry_dataset", "fingerprint": "34b9afc36238cc5989c376c2d1437e71eda0ab00c1ca9555f7f4edb357aa7ee4", "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, "ui_workflow": 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": 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": "tiennguyentt/knowledge-engine#8", "issue_number": "8", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "tiennguyentt/knowledge-engine", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-b8d3ef6dbcef8832", "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: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#8\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#8\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tiennguyentt/knowledge-engine#8\nRepo: tiennguyentt/knowledge-engine\nIssue/PR number: 8\nGraph consistency label: weak_supervision_needs_review\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, '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, 'ui_workflow': 1, 'bug_fix': 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/tiennguyentt/knowledge-engine", "source_id": "graph-query-motif_query-8383047dfa47af8f", "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": "tiennguyentt/knowledge-engine", "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: tiennguyentt/knowledge-engine"}, "properties": {"repobilityId": 335107, "scanner": "foundry_dataset", "fingerprint": "9b301990d8ed4d8d0fb5352ab6004aa8db8c127ecf817bfea37fb82f16b934bb", "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, "ui_workflow": 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": "tiennguyentt/knowledge-engine#2", "issue_number": "2", "quality_tiers": {"weak_supervision": 3}, "repo_full_name": "tiennguyentt/knowledge-engine", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-da872ae075ebc975", "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: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#2\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: tiennguyentt/knowledge-engine\nThread: tiennguyentt/knowledge-engine#2\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tiennguyentt/knowledge-engine#2\nRepo: tiennguyentt/knowledge-engine\nIssue/PR number: 2\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, 'ui_workflow': 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/tiennguyentt/knowledge-engine", "source_id": "graph-query-motif_query-c6cfc1e4f3794ab2", "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": "tiennguyentt/knowledge-engine", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"ruleId": "scanner-d536bdcf0f990096", "level": "note", "message": {"text": "Possibly dead Python function: render_playback"}, "properties": {"repobilityId": "ba3fb483caf72336", "scanner": "scanner-primary", "fingerprint": "d536bdcf0f990096", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "app.py:457"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-2188c482c5d80a06", "level": "note", "message": {"text": "Possibly dead Python function: bubble"}, "properties": {"repobilityId": "361e26ab68a834ca", "scanner": "scanner-primary", "fingerprint": "2188c482c5d80a06", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "theme.py:485"}, "region": {"startLine": 1}}}]}, {"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-1da619b4c3bc37ac", "level": "note", "message": {"text": "Very large file: app.py (1524 lines)"}, "properties": {"repobilityId": "5a74e6652f3a10d4", "scanner": "scanner-primary", "fingerprint": "1da619b4c3bc37ac", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["complexity"]}}, {"ruleId": "scanner-6893a6c8b0861585", "level": "warning", "message": {"text": "Very low test-to-source ratio"}, "properties": {"repobilityId": "54a7de3f06314bf0", "scanner": "scanner-primary", "fingerprint": "6893a6c8b0861585", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["tests", "coverage"]}}, {"ruleId": "scanner-2d0c7b7ab8f8aacf", "level": "warning", "message": {"text": "Critical user flow still appears backed by mock or placeholder data"}, "properties": {"repobilityId": "d7d1c66d09346cfd", "scanner": "scanner-primary", "fingerprint": "2d0c7b7ab8f8aacf", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["placeholder", "mock-data", "critical-flow", "generated-repo-pattern"]}}, {"ruleId": "scanner-ea8f3013f588db25", "level": "note", "message": {"text": "Shallow git history limits provenance confidence"}, "properties": {"repobilityId": "777142fad8868dc3", "scanner": "scanner-primary", "fingerprint": "ea8f3013f588db25", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}, {"ruleId": "scanner-8424db9c75e04ba4", "level": "none", "message": {"text": "Very short observed git history"}, "properties": {"repobilityId": "9be53386c5ef7e49", "scanner": "scanner-primary", "fingerprint": "8424db9c75e04ba4", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}, {"ruleId": "scanner-9431b9cb316311ff", "level": "note", "message": {"text": "Legacy-named symbol `model_copy` in app.py:1133"}, "properties": {"repobilityId": "14636d13bdb43bd1", "scanner": "scanner-primary", "fingerprint": "9431b9cb316311ff", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-a2ae307d135e1fdd", "level": "note", "message": {"text": "Legacy-named symbol `model_copy` in engine/pipeline.py:151"}, "properties": {"repobilityId": "01ac7733e47c5ca0", "scanner": "scanner-primary", "fingerprint": "a2ae307d135e1fdd", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}]}]}