{"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: rakshithbanasai/soil_test", "shortDescription": {"text": "Foundry mined blueprint gap alignment: rakshithbanasai/soil_test"}, "fullDescription": {"text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: rakshithbanasai/soil_test\nThread: rakshithbanasai/soil_test#2\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: rakshithbanasai/soil_test\nThread: rakshithbanasai/soil_test#2\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: rakshithbanasai/soil_test#2\nRepo: rakshithbanasai/soil_test\nIssue/PR number: 2\nGraph consistency label: weak_supervision_needs_review\nNodes: 14\nEdges: 17\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1,"}, "properties": {"scanner": "foundry_dataset", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "cwe": "", "owasp": ""}}, {"id": "foundry_assumption_check", "name": "Foundry mined assumption checks: rakshithbanasai/soil_test", "shortDescription": {"text": "Foundry mined assumption checks: rakshithbanasai/soil_test"}, "fullDescription": {"text": "Comment chain pattern product: assumption_checks\nRepo: rakshithbanasai/soil_test\nThread: rakshithbanasai/soil_test#2\nOutcome: ambiguous_needs_more_evidence\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: rakshithbanasai/soil_test#2\nRepo: rakshithbanasai/soil_test\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 1\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 0\nLabels: {'api_integration_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-20d6ca1a59218c3e\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/rakshithbanasai/so"}, "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: rakshithbanasai/soil_test", "shortDescription": {"text": "Foundry mined test ci gap after feedback: rakshithbanasai/soil_test"}, "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: rakshithbanasai/soil_test\nThread: rakshithbanasai/soil_test#2\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: rakshithbanasai/soil_test\nThread: rakshithbanasai/soil_test#2\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: rakshithbanasai/soil_test#2\nRepo: rakshithbanasai/soil_test\nIssue/PR number: 2\nGraph consistency label: weak_supervision_needs_review\nNodes: 14\nEdges: 17\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'commit': 1, 'ci_summar"}, "properties": {"scanner": "foundry_dataset", "category": "testing", "severity": "high", "confidence": 0.78, "cwe": "", "owasp": ""}}, {"id": "scanner-9710c8d059e53154", "name": "No frontend routes/components detected", "shortDescription": {"text": "No frontend routes/components detected"}, "fullDescription": {"text": "No React/Vue/Next routes were found. This is fine for backend-only repos."}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "info", "confidence": 1.0}}, {"id": "scanner-6372cebde0220094", "name": "No auth library detected", "shortDescription": {"text": "No auth library detected"}, "fullDescription": {"text": "The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). The repo has auth/admin/session surface indicators, so auth may live in custom code, in a separate service, or be missing."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-4601e3ad3bb28677", "name": "No CI/CD pipelines detected", "shortDescription": {"text": "No CI/CD pipelines detected"}, "fullDescription": {"text": "No GitHub Actions, GitLab CI, or CircleCI configs found. Without CI you can't gate deploys on tests/lints."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-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-b9088664ace7f748", "name": "Composite production-readiness gap", "shortDescription": {"text": "Composite production-readiness gap"}, "fullDescription": {"text": "Multiple low-cost hardening controls are missing together: license, ci. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "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}}]}}, "automationDetails": {"id": "repobility/17782"}, "properties": {"repository": "rakshithbanasai/soil_test", "repoUrl": "https://github.com/rakshithbanasai/soil_test", "branch": "main"}, "results": [{"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: rakshithbanasai/soil_test"}, "properties": {"repobilityId": 355151, "scanner": "foundry_dataset", "fingerprint": "09c498cd18d62556825699fb53ce56692db8d9dcf67b9efe1d64b54408e93b91", "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": {"commit_general": 1, "api_integration_gap": 1, "partial blueprint fit": 1, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 17, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 14, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 1, "alignment": 1, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "rakshithbanasai/soil_test#2", "issue_number": "2", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "rakshithbanasai/soil_test", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-f691ea2ce0a01199", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: rakshithbanasai/soil_test\nThread: rakshithbanasai/soil_test#2\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: rakshithbanasai/soil_test\nThread: rakshithbanasai/soil_test#2\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: rakshithbanasai/soil_test#2\nRepo: rakshithbanasai/soil_test\nIssue/PR number: 2\nGraph consistency label: weak_supervision_needs_review\nNodes: 14\nEdges: 17\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'commit': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_links_commit': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'comment_has_related_commit_context': 1, 'commit_general': 1, 'ci_pending_or_incomplete': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\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/rakshithbanasai/soil_test", "source_id": "graph-query-motif_query-0ab0b1fbb8629d9a", "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": "rakshithbanasai/soil_test", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: rakshithbanasai/soil_test"}, "properties": {"repobilityId": 311514, "scanner": "foundry_dataset", "fingerprint": "8e60cdd5a45b90d4d2f5613bc4a22dacc5f68f32ab33cacd953bc2222916d5fe", "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": "rakshithbanasai/soil_test#2", "human_labels": ["api_integration_gap"], "issue_number": "2", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.744, "repo_full_name": "rakshithbanasai/soil_test", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-be3fa9cef672c492", "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": 1, "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": 1, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: rakshithbanasai/soil_test\nThread: rakshithbanasai/soil_test#2\nOutcome: ambiguous_needs_more_evidence\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: rakshithbanasai/soil_test#2\nRepo: rakshithbanasai/soil_test\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 1\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 0\nLabels: {'api_integration_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-20d6ca1a59218c3e\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/rakshithbanasai/soil_test/pull/2\",\n    \"text\": \"GitHub feedback: api_integration_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: rakshithbanasai/soil_test\\nAuthor: rakshithbanasai (User)\\nURL: https://github.com/rakshithbanasai/soil_test/pull/2\\nTitle: Merge pull request #1 from rakshithbanasai/main\\nBody:\\nchore: remove Cloudflare implementation and unused code\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-d745f79fa543e696\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: rakshithbanasai/soil_test\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_graph_pattern_bundle\": 1}\nCo-occurrence labels: {\"curriculum_gap_cluster\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/rakshithbanasai/soil_test", "source_id": "comment-chain-pattern-assumption_checks-e2b95a21efccd0e6", "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": "rakshithbanasai/soil_test", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: rakshithbanasai/soil_test"}, "properties": {"repobilityId": 311513, "scanner": "foundry_dataset", "fingerprint": "4cfddfbefbe7a255efee8fb9754108e1457f9c93d821b65d4210b3728f1c8ee1", "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": "rakshithbanasai/soil_test#1", "human_labels": ["security_auth_secret", "source_or_other", "test_or_ci"], "issue_number": "1", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.76, "repo_full_name": "rakshithbanasai/soil_test", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-da59378248e8456e", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 5, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {"test_or_ci": 1, "source_or_other": 4}, "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": 1, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: rakshithbanasai/soil_test\nThread: rakshithbanasai/soil_test#1\nOutcome: ambiguous_needs_more_evidence\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: rakshithbanasai/soil_test#1\nRepo: rakshithbanasai/soil_test\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 2\nLinked CI commit count: 1\nLinked CI labels: {'ci_pending_or_incomplete': 1}\nChanged file count: 5\nLabels: {'security_auth_secret': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'source_or_other': 4, 'test_or_ci': 1}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-9d012d92decd3ead\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/rakshithbanasai/soil_test/pull/1\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: pull_request_body\\nRepo: rakshithbanasai/soil_test\\nAuthor: rakshithbanasai (User)\\nURL: https://github.com/rakshithbanasai/soil_test/pull/1\\nTitle: chore: remove Cloudflare implementation and unused code\\nBody:\\n- Delete lib/Utils/Constants.dart (Cloudflare tokens + 71 unused null constants)\\r\\n- Delete lib/Utils/app_strings.dart (unused, only imported by deleted MultipleImageSelector)\\r\\n- Delete lib/Widgets/MultipleImageSelector.dart (unused widget, no imports)\\r\\n- Remove unused RegistrationScreen import from DashboardScreen\\r\\n- Remove unused main.dart import from widget_test\"\n  }\n]\nChanged files:\n[\n  {\n    \"id\": \"github-pr-file-file-d2c4e2023e8daaa0\",\n    \"filename\": \"lib/Screens/DashboardScreen.dart\",\n    \"label\": \"source_or_other\",\n    \"status\": \"modified\",\n    \"additions\": 0,\n    \"deletions\": 1,\n    \"changes\": 1,\n    \"blob_url\": \"https://github.com/rakshithbanasai/soil_test/blob/644a4f164b0e3639c44001adee16435bc55b2775/lib%2FScreens%2FDashboardScreen.dart\"\n  },\n  {\n    \"id\": \"github-pr-file-file-f7ce167c820c9795\",\n    \"filename\": \"lib/Utils/Constants.dart\",\n    \"label\": \"source_or_other\",\n    \"status\": \"removed\",\n    \"additions\": 0,\n    \"deletions\": 58,\n    \"changes\": 58,\n    \"blob_url\": \"https://github.com/rakshithbanasai/soil_test/blob/262e12e1e4e39df5b2ea2ce3c93e5ed50176a979/lib%2FUtils%2FConstants.dart\"\n  },\n  {\n    \"id\": \"github-pr-file-file-fd3953c6cc0693f4\",\n    \"filename\": \"lib/Utils/app_strings.dart\",\n    \"label\": \"source_or_other\",\n    \"status\": \"removed\",\n    \"additions\": 0,\n    \"deletions\": 86,\n    \"changes\": 86,\n    \"blob_url\": \"https://github.com/rakshithbanasai/soil_test/blob/262e12e1e4e39df5b2ea2ce3c93e5ed50176a979/lib%2FUtils%2Fapp_strings.dart\"\n  },\n  {\n    \"id\": \"github-pr-file-file-88ffe1f7bc80625b\",\n    \"filename\": \"lib/Widgets/MultipleImageSelector.dart\",\n    \"label\": \"source_o\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/rakshithbanasai/soil_test", "source_id": "comment-chain-pattern-assumption_checks-4d124fc2213ee826", "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": "rakshithbanasai/soil_test", "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: rakshithbanasai/soil_test"}, "properties": {"repobilityId": 340674, "scanner": "foundry_dataset", "fingerprint": "3b8a899ec4ce93e8fdc8e4e26cce4b85816c8e0cd9d2ba680ddb37e7ce94dbb6", "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": {"commit_general": 1, "api_integration_gap": 1, "partial blueprint fit": 1, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3, "blueprint_human_gap_alignment": 1, "comment_has_related_commit_context": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 17, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "comment_chain_has_ci": 1, "alignment_uses_comment": 1, "alignment_uses_finding": 1, "chain_has_link_quality": 4, "comment_aligns_finding": 1, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "comment_chain_links_commit": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 14, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 1, "alignment": 1, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 1, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "rakshithbanasai/soil_test#2", "issue_number": "2", "quality_tiers": {"assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "rakshithbanasai/soil_test", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-c937ba5711fb89ff", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: weak_supervision_needs_review\nRepo: rakshithbanasai/soil_test\nThread: rakshithbanasai/soil_test#2\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: rakshithbanasai/soil_test\nThread: rakshithbanasai/soil_test#2\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: rakshithbanasai/soil_test#2\nRepo: rakshithbanasai/soil_test\nIssue/PR number: 2\nGraph consistency label: weak_supervision_needs_review\nNodes: 14\nEdges: 17\nNode types: {'link_quality': 4, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'commit': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1, 'alignment': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 4, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_links_commit': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1, 'alignment_uses_comment': 1, 'alignment_uses_finding': 1, 'comment_aligns_finding': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'comment_has_related_commit_context': 1, 'commit_general': 1, 'ci_pending_or_incomplete': 1, 'blueprint_human_gap_alignment': 1, 'partial blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 1}\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/rakshithbanasai/soil_test", "source_id": "graph-query-motif_query-7b93fe4ccde1988c", "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": "rakshithbanasai/soil_test", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "scanner-9710c8d059e53154", "level": "none", "message": {"text": "No frontend routes/components detected"}, "properties": {"repobilityId": "44ca61485762e494", "scanner": "scanner-primary", "fingerprint": "9710c8d059e53154", "layer": "frontend", "severity": "info", "confidence": 1.0, "tags": ["coverage"]}}, {"ruleId": "scanner-6372cebde0220094", "level": "warning", "message": {"text": "No auth library detected"}, "properties": {"repobilityId": "a5b6035a5bbf8054", "scanner": "scanner-primary", "fingerprint": "6372cebde0220094", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["coverage", "auth"]}}, {"ruleId": "scanner-4601e3ad3bb28677", "level": "warning", "message": {"text": "No CI/CD pipelines detected"}, "properties": {"repobilityId": "c3ee439bce2bc51e", "scanner": "scanner-primary", "fingerprint": "4601e3ad3bb28677", "layer": "cicd", "severity": "medium", "confidence": 1.0, "tags": ["coverage"]}}, {"ruleId": "scanner-141b30a41e03817b", "level": "note", "message": {"text": "No license file detected"}, "properties": {"repobilityId": "57e6eb8e971886a0", "scanner": "scanner-primary", "fingerprint": "141b30a41e03817b", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["license", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-b9088664ace7f748", "level": "note", "message": {"text": "Composite production-readiness gap"}, "properties": {"repobilityId": "34be4911d44dbffa", "scanner": "scanner-primary", "fingerprint": "b9088664ace7f748", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["production-readiness", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-ea8f3013f588db25", "level": "note", "message": {"text": "Shallow git history limits provenance confidence"}, "properties": {"repobilityId": "cb9d98e6726e95a2", "scanner": "scanner-primary", "fingerprint": "ea8f3013f588db25", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}]}]}