{"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: Tiago84Barros/Radar-de-Passagens-Inteligentes", "shortDescription": {"text": "Foundry mined blueprint gap alignment: Tiago84Barros/Radar-de-Passagens-Inteligentes"}, "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: Tiago84Barros/Radar-de-Passagens-Inteligentes\nThread: Tiago84Barros/Radar-de-Passagens-Inteligentes#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: Tiago84Barros/Radar-de-Passagens-Inteligentes\nThread: Tiago84Barros/Radar-de-Passagens-Inteligentes#1\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Tiago84Barros/Radar-de-Passagens-Inteligentes#1\nRepo: Tiago84Barros/Radar-de-Passagens-Inteligentes\nIssue/PR number: 1\nGraph consistency label: supported_by_"}, "properties": {"scanner": "foundry_dataset", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "cwe": "", "owasp": ""}}, {"id": "foundry_test_ci_gap", "name": "Foundry mined test ci gap after feedback: Tiago84Barros/Radar-de-Passagens-Inteligentes", "shortDescription": {"text": "Foundry mined test ci gap after feedback: Tiago84Barros/Radar-de-Passagens-Inteligentes"}, "fullDescription": {"text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: Tiago84Barros/Radar-de-Passagens-Inteligentes\nThread: Tiago84Barros/Radar-de-Passagens-Inteligentes#1\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: Tiago84Barros/Radar-de-Passagens-Inteligentes\nThread: Tiago84Barros/Radar-de-Passagens-Inteligentes#1\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Tiago84Barros/Radar-de-Passagens-Inteligentes#1\nRepo: Tiago84Barros/Radar-de-Passagens-Inteligentes\nIssue/PR number: 1\nGraph consistency label: supported_by_verification_signal\nNode"}, "properties": {"scanner": "foundry_dataset", "category": "testing", "severity": "high", "confidence": 0.78, "cwe": "", "owasp": ""}}, {"id": "scanner-632a83e9ae00aa1a", "name": "Possibly dead Python function: summarize_segment_savings", "shortDescription": {"text": "Possibly dead Python function: summarize_segment_savings"}, "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-024ca49481afc765", "name": "Possibly dead Python function: trigger_monitor", "shortDescription": {"text": "Possibly dead Python function: trigger_monitor"}, "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-aa1e2ec1106e0ac7", "name": "Possibly dead Python function: replace_search", "shortDescription": {"text": "Possibly dead Python function: replace_search"}, "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-cb19ce04dd14949d", "name": "Possibly dead Python function: list_monitored_searches", "shortDescription": {"text": "Possibly dead Python function: list_monitored_searches"}, "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-3e8472eb3dd6a4b9", "name": "Possibly dead Python function: set_status", "shortDescription": {"text": "Possibly dead Python function: set_status"}, "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-d2432af692ca02d7", "name": "Possibly dead Python function: record_run_result", "shortDescription": {"text": "Possibly dead Python function: record_run_result"}, "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-691359bfef95f46c", "name": "Possibly dead Python function: is_domestic", "shortDescription": {"text": "Possibly dead Python function: is_domestic"}, "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-a483b0a97dc83e0c", "name": "GitHub Action is tag-pinned rather than SHA-pinned", "shortDescription": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "fullDescription": {"text": "actions/checkout@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "low", "confidence": 1.0}}, {"id": "scanner-141b30a41e03817b", "name": "No license file detected", "shortDescription": {"text": "No license file detected"}, "fullDescription": {"text": "No LICENSE/COPYING/NOTICE file was found. Generated repositories often omit licensing, which blocks reuse and automated intake."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-3ab5d313dda8e5f9", "name": "Debug logging residue appears in source files", "shortDescription": {"text": "Debug logging residue appears in source files"}, "fullDescription": {"text": "Found 49 console/debugger/print-style debug statements in non-test source. This is a common fast-generation residue before production cleanup."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "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-88e9ab8116ee9f99", "name": "Commented-code block (5 lines) in providers/provider_manager.py:183", "shortDescription": {"text": "Commented-code block (5 lines) in providers/provider_manager.py:183"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-b3483f1f362eeb83", "name": "Commented-code block (5 lines) in providers/gemini_search_provider.py:24", "shortDescription": {"text": "Commented-code block (5 lines) in providers/gemini_search_provider.py:24"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-ebdd4ae18e502a99", "name": "Commented-code block (7 lines) in services/air_network.py:171", "shortDescription": {"text": "Commented-code block (7 lines) in services/air_network.py:171"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-9f41b1d687f00c3f", "name": "Commented-code block (6 lines) in services/monitoring_bot.py:35", "shortDescription": {"text": "Commented-code block (6 lines) in services/monitoring_bot.py:35"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-1b5a76780c3df9aa", "name": "1 env vars used in code but missing from .env.example", "shortDescription": {"text": "1 env vars used in code but missing from .env.example"}, "fullDescription": {"text": "Drift between code and config docs. The first few: `MONITOR_FORCE`. Add them (with a placeholder/comment) to .env.example so onboarding doesn't break."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-be46ea126aa5d8dc", "name": "Near-duplicate function bodies in 3 places", "shortDescription": {"text": "Near-duplicate function bodies in 3 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\nproviders/travelpayouts_provider.py:search_flights, providers/travelpayouts_provider.py:search_flexible_dates, providers/gemini_search_provider.py:search_flights\n\nThis is *the* AI-coder failure mode (4\u00d7 more duplication in vibe-coded repos \u2014 see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-2c04133e54348533", "name": "Near-duplicate function bodies in 2 places", "shortDescription": {"text": "Near-duplicate function bodies in 2 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\napp/location_resolver.py:score, app/location_resolver.py:score\n\nThis is *the* AI-coder failure mode (4\u00d7 more duplication in vibe-coded repos \u2014 see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}]}}, "automationDetails": {"id": "repobility/21255"}, "properties": {"repository": "Tiago84Barros/Radar-de-Passagens-Inteligentes", "repoUrl": "https://github.com/Tiago84Barros/Radar-de-Passagens-Inteligentes", "branch": "main"}, "results": [{"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: Tiago84Barros/Radar-de-Passagens-Inteligentes"}, "properties": {"repobilityId": 345456, "scanner": "foundry_dataset", "fingerprint": "84070555c09af261cee4ff93b5d9643aa63d15301e78a3e4d7bdfb6421ec5253", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"keys": ["source_or_other", "ui_or_frontend", "test_or_ci", "claimed_resolved_with_verification_signal", "blueprint_human_gap_alignment", "api_or_backend", "human_reported_issue_then_verified_fix_attempt", "human_feedback_general", "api_integration_gap", "verification_or_tests", "bug_fix", "comment_has_related_commit_context", "ambiguous_needs_more_evidence", "human_reported_issue_then_fix_attempt", "claimed_resolved_unverified", "thread_has_human_issue_and_fix_context", "issue_or_pull_request_thread", "test_ci_gap", "deployment_env_gap", "ui_workflow_gap", "dependency_or_build", "schema_or_data", "ui_workflow", "partial blueprint fit"], "count": 24, "_omitted": "large_dict"}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 4, "ambiguous_needs_more_evidence": 4, "claimed_resolved_with_verification_signal": 10}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 228, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 7, "thread_has_comment": 6, "thread_touches_file": 61, "thread_has_pr_review": 1, "alignment_uses_comment": 4, "alignment_uses_finding": 4, "chain_has_link_quality": 13, "comment_aligns_finding": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 12, "thread_has_comment_chain": 7, "comment_chain_links_commit": 14, "comment_chain_touches_file": 84, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 7}, "node_count": 102, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 6, "pr_file": 61, "alignment": 4, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 13, "comment_chain": 7, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "Tiago84Barros/Radar-de-Passagens-Inteligentes#1", "issue_number": "1", "quality_tiers": {"assumption_check": 4, "weak_supervision": 9}, "repo_full_name": "Tiago84Barros/Radar-de-Passagens-Inteligentes", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-2ca1b26ea8bca8b4", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"test_or_ci": 130, "api_or_backend": 30, "schema_or_data": 10, "ui_or_frontend": 150, "source_or_other": 280, "dependency_or_build": 10}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: Tiago84Barros/Radar-de-Passagens-Inteligentes\nThread: Tiago84Barros/Radar-de-Passagens-Inteligentes#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: Tiago84Barros/Radar-de-Passagens-Inteligentes\nThread: Tiago84Barros/Radar-de-Passagens-Inteligentes#1\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Tiago84Barros/Radar-de-Passagens-Inteligentes#1\nRepo: Tiago84Barros/Radar-de-Passagens-Inteligentes\nIssue/PR number: 1\nGraph consistency label: supported_by_verification_signal\nNodes: 102\nEdges: 228\nNode types: {'pr_file': 61, 'link_quality': 13, 'comment_chain': 7, 'comment': 6, 'commit': 5, 'alignment': 4, 'thread': 1, 'repo': 1, 'pr_review': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_touches_file': 84, 'thread_touches_file': 61, 'comment_chain_links_commit': 14, 'chain_has_link_quality': 13, 'issue_chain_touches_file': 12, 'thread_has_comment_chain': 7, 'comment_has_chain': 7, 'issue_chain_has_comment_chain': 7, 'thread_has_comment': 6, 'alignment_uses_comment': 4, 'alignment_uses_finding': 4, 'comment_aligns_finding': 4, 'repo_has_thread': 1, 'thread_has_pr_review': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1}\nLabels: {'source_or_other': 28, 'ui_or_frontend': 15, 'test_or_ci': 13, 'claimed_resolved_with_verification_signal': 5, 'blueprint_human_gap_alignment': 4, 'api_or_backend': 3, 'human_reported_issue_then_verified_fix_attempt': 3, 'human_feedback_general': 2, 'api_integration_gap': 2, 'verification_or_tests': 2, 'bug_fix': 2, 'comment_has_related_commit_context': 2, 'ambiguous_needs_more_evidence': 2, 'human_reported_issue_then_fix_attempt': 2, 'claimed_resolved_unverified': 2, 'thread_has_human_issue_and_fix_context': 2}\nOutcomes: {'claimed_resolved_with_verification_signal': 10, 'ambiguous_needs_more_evidence': 4, 'claimed_resolved_unverified': 4}\nQuality tiers: {'weak_supervision': 9, 'assumption_check': 4}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Tiago84Barros/Radar-de-Passagens-Inteligentes", "source_id": "graph-query-motif_query-57f9cdea0fa08742", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "Tiago84Barros/Radar-de-Passagens-Inteligentes", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: Tiago84Barros/Radar-de-Passagens-Inteligentes"}, "properties": {"repobilityId": 336802, "scanner": "foundry_dataset", "fingerprint": "ed41c477897f3fd6df181d2fc6f38e20d072624e1e36b36597b585335bb2673e", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"keys": ["source_or_other", "ui_or_frontend", "test_or_ci", "claimed_resolved_with_verification_signal", "blueprint_human_gap_alignment", "api_or_backend", "human_reported_issue_then_verified_fix_attempt", "human_feedback_general", "api_integration_gap", "verification_or_tests", "bug_fix", "comment_has_related_commit_context", "ambiguous_needs_more_evidence", "human_reported_issue_then_fix_attempt", "claimed_resolved_unverified", "thread_has_human_issue_and_fix_context", "issue_or_pull_request_thread", "test_ci_gap", "deployment_env_gap", "ui_workflow_gap", "dependency_or_build", "schema_or_data", "ui_workflow", "partial blueprint fit"], "count": 24, "_omitted": "large_dict"}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_unverified": 4, "ambiguous_needs_more_evidence": 4, "claimed_resolved_with_verification_signal": 10}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 228, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 7, "thread_has_comment": 6, "thread_touches_file": 61, "thread_has_pr_review": 1, "alignment_uses_comment": 4, "alignment_uses_finding": 4, "chain_has_link_quality": 13, "comment_aligns_finding": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 12, "thread_has_comment_chain": 7, "comment_chain_links_commit": 14, "comment_chain_touches_file": 84, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 7}, "node_count": 102, "node_types": {"repo": 1, "commit": 5, "thread": 1, "comment": 6, "pr_file": 61, "alignment": 4, "pr_review": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 13, "comment_chain": 7, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "Tiago84Barros/Radar-de-Passagens-Inteligentes#1", "issue_number": "1", "quality_tiers": {"assumption_check": 4, "weak_supervision": 9}, "repo_full_name": "Tiago84Barros/Radar-de-Passagens-Inteligentes", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-d8179b482951ada5", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"test_or_ci": 130, "api_or_backend": 30, "schema_or_data": 10, "ui_or_frontend": 150, "source_or_other": 280, "dependency_or_build": 10}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: Tiago84Barros/Radar-de-Passagens-Inteligentes\nThread: Tiago84Barros/Radar-de-Passagens-Inteligentes#1\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: Tiago84Barros/Radar-de-Passagens-Inteligentes\nThread: Tiago84Barros/Radar-de-Passagens-Inteligentes#1\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: Tiago84Barros/Radar-de-Passagens-Inteligentes#1\nRepo: Tiago84Barros/Radar-de-Passagens-Inteligentes\nIssue/PR number: 1\nGraph consistency label: supported_by_verification_signal\nNodes: 102\nEdges: 228\nNode types: {'pr_file': 61, 'link_quality': 13, 'comment_chain': 7, 'comment': 6, 'commit': 5, 'alignment': 4, 'thread': 1, 'repo': 1, 'pr_review': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_touches_file': 84, 'thread_touches_file': 61, 'comment_chain_links_commit': 14, 'chain_has_link_quality': 13, 'issue_chain_touches_file': 12, 'thread_has_comment_chain': 7, 'comment_has_chain': 7, 'issue_chain_has_comment_chain': 7, 'thread_has_comment': 6, 'alignment_uses_comment': 4, 'alignment_uses_finding': 4, 'comment_aligns_finding': 4, 'repo_has_thread': 1, 'thread_has_pr_review': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1}\nLabels: {'source_or_other': 28, 'ui_or_frontend': 15, 'test_or_ci': 13, 'claimed_resolved_with_verification_signal': 5, 'blueprint_human_gap_alignment': 4, 'api_or_backend': 3, 'human_reported_issue_then_verified_fix_attempt': 3, 'human_feedback_general': 2, 'api_integration_gap': 2, 'verification_or_tests': 2, 'bug_fix': 2, 'comment_has_related_commit_context': 2, 'ambiguous_needs_more_evidence': 2, 'human_reported_issue_then_fix_attempt': 2, 'claimed_resolved_unverified': 2, 'thread_has_human_issue_and_fix_context': 2}\nOutcomes: {'claimed_resolved_with_verification_signal': 10, 'ambiguous_needs_more_evidence': 4, 'claimed_resolved_unverified': 4}\nQuality tiers: {'weak_supervision': 9, 'assumption_check': 4}\nCI labels: {}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/Tiago84Barros/Radar-de-Passagens-Inteligentes", "source_id": "graph-query-motif_query-4c74003c33803e40", "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": "Tiago84Barros/Radar-de-Passagens-Inteligentes", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "scanner-632a83e9ae00aa1a", "level": "note", "message": {"text": "Possibly dead Python function: summarize_segment_savings"}, "properties": {"repobilityId": "0e47b54645140b4b", "scanner": "scanner-primary", "fingerprint": "632a83e9ae00aa1a", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "services/multi_segment_search.py:259"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-024ca49481afc765", "level": "note", "message": {"text": "Possibly dead Python function: trigger_monitor"}, "properties": {"repobilityId": "07d1cd9d03cdabe1", "scanner": "scanner-primary", "fingerprint": "024ca49481afc765", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "services/github_actions_service.py:37"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-aa1e2ec1106e0ac7", "level": "note", "message": {"text": "Possibly dead Python function: replace_search"}, "properties": {"repobilityId": "ec5966df1782761b", "scanner": "scanner-primary", "fingerprint": "aa1e2ec1106e0ac7", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "services/search_control_service.py:57"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-cb19ce04dd14949d", "level": "note", "message": {"text": "Possibly dead Python function: list_monitored_searches"}, "properties": {"repobilityId": "056901a6bdffe805", "scanner": "scanner-primary", "fingerprint": "cb19ce04dd14949d", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "services/database_service.py:14"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-3e8472eb3dd6a4b9", "level": "note", "message": {"text": "Possibly dead Python function: set_status"}, "properties": {"repobilityId": "f85b6fb76349b3e4", "scanner": "scanner-primary", "fingerprint": "3e8472eb3dd6a4b9", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "services/database_service.py:68"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-d2432af692ca02d7", "level": "note", "message": {"text": "Possibly dead Python function: record_run_result"}, "properties": {"repobilityId": "0cae7d35aacf3e49", "scanner": "scanner-primary", "fingerprint": "d2432af692ca02d7", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "services/database_service.py:78"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-691359bfef95f46c", "level": "note", "message": {"text": "Possibly dead Python function: is_domestic"}, "properties": {"repobilityId": "bd88c75a05d99f17", "scanner": "scanner-primary", "fingerprint": "691359bfef95f46c", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "services/air_network.py:223"}, "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-a483b0a97dc83e0c", "level": "note", "message": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "properties": {"repobilityId": "f9f9f986c87436b0", "scanner": "scanner-primary", "fingerprint": "a483b0a97dc83e0c", "layer": "cicd", "severity": "low", "confidence": 1.0, "tags": ["supply-chain", "github-actions", "pinned-dependencies"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/monitor-searches.yml"}, "region": {"startLine": 32}}}]}, {"ruleId": "scanner-a483b0a97dc83e0c", "level": "note", "message": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "properties": {"repobilityId": "c78d7515627d78b4", "scanner": "scanner-primary", "fingerprint": "a483b0a97dc83e0c", "layer": "cicd", "severity": "low", "confidence": 1.0, "tags": ["supply-chain", "github-actions", "pinned-dependencies"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/monitor-searches.yml"}, "region": {"startLine": 35}}}]}, {"ruleId": "scanner-141b30a41e03817b", "level": "note", "message": {"text": "No license file detected"}, "properties": {"repobilityId": "6ba695bf5f4d1c26", "scanner": "scanner-primary", "fingerprint": "141b30a41e03817b", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["license", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-3ab5d313dda8e5f9", "level": "note", "message": {"text": "Debug logging residue appears in source files"}, "properties": {"repobilityId": "a2bfe020a7f8c9fb", "scanner": "scanner-primary", "fingerprint": "3ab5d313dda8e5f9", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["debug", "cleanup", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-2d0c7b7ab8f8aacf", "level": "warning", "message": {"text": "Critical user flow still appears backed by mock or placeholder data"}, "properties": {"repobilityId": "9c8941369baecfe5", "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": "2c7df82bb1d9a302", "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": "1d7f496d540481db", "scanner": "scanner-primary", "fingerprint": "8424db9c75e04ba4", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}, {"ruleId": "scanner-88e9ab8116ee9f99", "level": "none", "message": {"text": "Commented-code block (5 lines) in providers/provider_manager.py:183"}, "properties": {"repobilityId": "d48a4c41c0269d04", "scanner": "scanner-primary", "fingerprint": "88e9ab8116ee9f99", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-b3483f1f362eeb83", "level": "none", "message": {"text": "Commented-code block (5 lines) in providers/gemini_search_provider.py:24"}, "properties": {"repobilityId": "7164ca22587a2e87", "scanner": "scanner-primary", "fingerprint": "b3483f1f362eeb83", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-ebdd4ae18e502a99", "level": "none", "message": {"text": "Commented-code block (7 lines) in services/air_network.py:171"}, "properties": {"repobilityId": "f6422c3ce09b4765", "scanner": "scanner-primary", "fingerprint": "ebdd4ae18e502a99", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-9f41b1d687f00c3f", "level": "none", "message": {"text": "Commented-code block (6 lines) in services/monitoring_bot.py:35"}, "properties": {"repobilityId": "d94cdfb9c832d57d", "scanner": "scanner-primary", "fingerprint": "9f41b1d687f00c3f", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-1b5a76780c3df9aa", "level": "none", "message": {"text": "1 env vars used in code but missing from .env.example"}, "properties": {"repobilityId": "d04379b337b44a15", "scanner": "scanner-primary", "fingerprint": "1b5a76780c3df9aa", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "config-drift"]}}, {"ruleId": "scanner-be46ea126aa5d8dc", "level": "note", "message": {"text": "Near-duplicate function bodies in 3 places"}, "properties": {"repobilityId": "d22fbdc95c9c7d78", "scanner": "scanner-primary", "fingerprint": "be46ea126aa5d8dc", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}, {"ruleId": "scanner-2c04133e54348533", "level": "note", "message": {"text": "Near-duplicate function bodies in 2 places"}, "properties": {"repobilityId": "251e787bc3bca784", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}, {"ruleId": "scanner-2c04133e54348533", "level": "note", "message": {"text": "Near-duplicate function bodies in 2 places"}, "properties": {"repobilityId": "b7a28e4c2e9ece58", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}]}]}