{"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: RobbieTheWagner/robbiethewagner-site", "shortDescription": {"text": "Foundry mined blueprint gap alignment: RobbieTheWagner/robbiethewagner-site"}, "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: RobbieTheWagner/robbiethewagner-site\nThread: RobbieTheWagner/robbiethewagner-site#4\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: RobbieTheWagner/robbiethewagner-site\nThread: RobbieTheWagner/robbiethewagner-site#4\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: RobbieTheWagner/robbiethewagner-site#4\nRepo: RobbieTheWagner/robbiethewagner-site\nIssue/PR number: 4\nGraph consistency label: supported_by_verification_signal\nNodes: 153\nEdges: 362\nNode types: "}, "properties": {"scanner": "foundry_dataset", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "cwe": "", "owasp": ""}}, {"id": "foundry_assumption_check", "name": "Foundry mined assumption checks: RobbieTheWagner/robbiethewagner-site", "shortDescription": {"text": "Foundry mined assumption checks: RobbieTheWagner/robbiethewagner-site"}, "fullDescription": {"text": "Comment chain pattern product: assumption_checks\nRepo: RobbieTheWagner/robbiethewagner-site\nThread: RobbieTheWagner/robbiethewagner-site#3\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: RobbieTheWagner/robbiethewagner-site#3\nRepo: RobbieTheWagner/robbiethewagner-site\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 2\nLinked commit count: 2\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 6\nLabels: {'human_feedback_general': 1, 'deployment_env_gap': 1}\nPolarities: {'neutral': 1, 'bad': 1}\nChanged file labels: {'dependency_or_build': 2, 'source_or_other': 1, 'ui_or_frontend': 3}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-beee338c7419272c\",\n    \"kind\": \"pull"}, "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: RobbieTheWagner/robbiethewagner-site", "shortDescription": {"text": "Foundry mined test ci gap after feedback: RobbieTheWagner/robbiethewagner-site"}, "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: RobbieTheWagner/robbiethewagner-site\nThread: RobbieTheWagner/robbiethewagner-site#4\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: RobbieTheWagner/robbiethewagner-site\nThread: RobbieTheWagner/robbiethewagner-site#4\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: RobbieTheWagner/robbiethewagner-site#4\nRepo: RobbieTheWagner/robbiethewagner-site\nIssue/PR number: 4\nGraph consistency label: supported_by_verification_signal\nNodes: 153\nEdges: 362\nNode types: {'pr_file': 100, 'link_q"}, "properties": {"scanner": "foundry_dataset", "category": "testing", "severity": "high", "confidence": 0.78, "cwe": "", "owasp": ""}}, {"id": "foundry_bad_chain", "name": "Foundry mined bad chains: RobbieTheWagner/robbiethewagner-site", "shortDescription": {"text": "Foundry mined bad chains: RobbieTheWagner/robbiethewagner-site"}, "fullDescription": {"text": "Comment chain pattern product: bad_chains\nRepo: RobbieTheWagner/robbiethewagner-site\nThread: RobbieTheWagner/robbiethewagner-site:github-feedback-comment-fceb6b429e33067d\nOutcome: not_resolved_or_not_observed\nThread label: thread_has_human_issue_without_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_unresolved, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: RobbieTheWagner/robbiethewagner-site:github-feedback-comment-fceb6b429e33067d\nRepo: RobbieTheWagner/robbiethewagner-site\nThread label: thread_has_human_issue_without_fix_context\nOutcome: not_resolved_or_not_observed\nComment count: 1\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'deployment_env_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-fceb6b429e33067d\",\n    \"kind\": \"commit_comment\",\n    \"label\": \"deployment_e"}, "properties": {"scanner": "foundry_dataset", "category": "practices", "severity": "high", "confidence": 0.84, "cwe": "", "owasp": ""}}, {"id": "foundry_fake_real_gap", "name": "Foundry mined mock as real or placeholder: RobbieTheWagner/robbiethewagner-site", "shortDescription": {"text": "Foundry mined mock as real or placeholder: RobbieTheWagner/robbiethewagner-site"}, "fullDescription": {"text": "Graph query export: Mock, sample, placeholder, or self-attested behavior treated as real\nQuery id: mock_as_real_or_placeholder\nQuery type: motif_query\nIntent: Hard negatives for fake completeness and missing real data paths.\nMotif: mock_as_real_or_placeholder\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: RobbieTheWagner/robbiethewagner-site\nThread: RobbieTheWagner/robbiethewagner-site#4\nEvidence:\nGraph motif: Mock, sample, placeholder, or self-attested behavior treated as real\nMotif id: mock_as_real_or_placeholder\nPolarity: bad\nTraining usage: hard_negative\nSeverity: critical\nRepo: RobbieTheWagner/robbiethewagner-site\nThread: RobbieTheWagner/robbiethewagner-site#4\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: RobbieTheWagner/robbiethewagner-site#4\nRepo: RobbieTheWagner/robbiethewagner-site\nIssue/PR number: 4\nGraph consistency label: supported_by_verification_signal\nNodes: 153\n"}, "properties": {"scanner": "foundry_dataset", "category": "practices", "severity": "critical", "confidence": 0.82, "cwe": "", "owasp": ""}}, {"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-6893a6c8b0861585", "name": "Very low test-to-source ratio", "shortDescription": {"text": "Very low test-to-source ratio"}, "fullDescription": {"text": "0 test file(s) for 9 source file(s) (ratio 0.00). Consider adding integration or unit tests for critical paths."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "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: ci, tests. 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}}, {"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}}]}}, "automationDetails": {"id": "repobility/18272"}, "properties": {"repository": "RobbieTheWagner/robbiethewagner-site", "repoUrl": "https://github.com/RobbieTheWagner/robbiethewagner-site", "branch": "main"}, "results": [{"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: RobbieTheWagner/robbiethewagner-site"}, "properties": {"repobilityId": 344433, "scanner": "foundry_dataset", "fingerprint": "dd13279aac8bd1ef196497cabbed9b5371bc15931c16dda836523aa87e138516", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 3, "api_or_backend": 1, "docs_or_claims": 1, "ui_or_frontend": 88, "runtime_failure": 2, "source_or_other": 8, "ui_workflow_gap": 1, "mock_placeholder": 1, "ci_success_signal": 1, "deployment_env_gap": 1, "dependency_or_build": 3, "agent_instruction_gap": 4, "partial blueprint fit": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 4, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 14, "human_reported_issue_then_verified_fix_attempt": 12}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 28}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {"ci_success_signal": 24}, "synthetic": false, "edge_count": 362, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 12, "thread_has_comment": 11, "thread_touches_file": 100, "comment_chain_has_ci": 12, "thread_has_pr_review": 1, "alignment_uses_comment": 4, "alignment_uses_finding": 4, "chain_has_link_quality": 18, "comment_aligns_finding": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 12, "thread_has_comment_chain": 12, "comment_chain_links_commit": 12, "comment_chain_touches_file": 144, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 12}, "node_count": 153, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 11, "pr_file": 100, "alignment": 4, "pr_review": 1, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 18, "comment_chain": 12, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "RobbieTheWagner/robbiethewagner-site#4", "issue_number": "4", "quality_tiers": {"high_confidence": 12, "assumption_check": 4, "weak_supervision": 2}, "repo_full_name": "RobbieTheWagner/robbiethewagner-site", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-b3858fabc36042e2", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"api_or_backend": 15, "docs_or_claims": 15, "ui_or_frontend": 1320, "source_or_other": 120, "dependency_or_build": 30}}, "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: RobbieTheWagner/robbiethewagner-site\nThread: RobbieTheWagner/robbiethewagner-site#4\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: RobbieTheWagner/robbiethewagner-site\nThread: RobbieTheWagner/robbiethewagner-site#4\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: RobbieTheWagner/robbiethewagner-site#4\nRepo: RobbieTheWagner/robbiethewagner-site\nIssue/PR number: 4\nGraph consistency label: supported_by_verification_signal\nNodes: 153\nEdges: 362\nNode types: {'pr_file': 100, 'link_quality': 18, 'comment_chain': 12, 'comment': 11, 'alignment': 4, 'thread': 1, 'repo': 1, 'pr_review': 1, 'commit': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_touches_file': 144, 'thread_touches_file': 100, 'chain_has_link_quality': 18, 'thread_has_comment_chain': 12, 'comment_has_chain': 12, 'comment_chain_links_commit': 12, 'comment_chain_has_ci': 12, 'issue_chain_has_comment_chain': 12, 'issue_chain_touches_file': 12, 'thread_has_comment': 11, '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}\nLabels: {'ui_or_frontend': 88, 'claimed_resolved_with_verification_signal': 14, 'human_reported_issue_then_verified_fix_attempt': 12, 'source_or_other': 8, 'agent_instruction_gap': 4, 'blueprint_human_gap_alignment': 4, 'test_ci_gap': 3, 'dependency_or_build': 3, 'runtime_failure': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'mock_placeholder': 1, 'deployment_env_gap': 1, 'ui_workflow_gap': 1, 'docs_or_claims': 1, 'api_or_backend': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 28}\nQuality tiers: {'high_confidence': 12, 'assumption_check': 4, 'weak_supervision': 2}\nCI labels: {'ci_success_signal': 24}\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/RobbieTheWagner/robbiethewagner-site", "source_id": "graph-query-motif_query-e07dae060d6a1ff1", "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": "RobbieTheWagner/robbiethewagner-site", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: RobbieTheWagner/robbiethewagner-site"}, "properties": {"repobilityId": 300233, "scanner": "foundry_dataset", "fingerprint": "f5c116d94e4ae809d9299e0d1d1cbbcec20afa120ef768f106798a363c800a66", "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": "RobbieTheWagner/robbiethewagner-site#3", "human_labels": ["dependency_or_build", "deployment_env_gap", "human_feedback_general", "source_or_other", "ui_or_frontend"], "issue_number": "3", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.779, "repo_full_name": "RobbieTheWagner/robbiethewagner-site", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-ead3967d8fb713dd", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 6, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {"ui_or_frontend": 3, "source_or_other": 1, "dependency_or_build": 2}, "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: RobbieTheWagner/robbiethewagner-site\nThread: RobbieTheWagner/robbiethewagner-site#3\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: RobbieTheWagner/robbiethewagner-site#3\nRepo: RobbieTheWagner/robbiethewagner-site\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 2\nLinked commit count: 2\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 6\nLabels: {'human_feedback_general': 1, 'deployment_env_gap': 1}\nPolarities: {'neutral': 1, 'bad': 1}\nChanged file labels: {'dependency_or_build': 2, 'source_or_other': 1, 'ui_or_frontend': 3}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-beee338c7419272c\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/RobbieTheWagner/robbiethewagner-site/pull/3\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: RobbieTheWagner/robbiethewagner-site\\nAuthor: RobbieTheWagner (User)\\nURL: https://github.com/RobbieTheWagner/robbiethewagner-site/pull/3\\nTitle: SVG gradient blog post\\nBody:\\n\"\n  },\n  {\n    \"id\": \"github-feedback-comment-10f42a05ed8bd90f\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"deployment_env_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/RobbieTheWagner/robbiethewagner-site/pull/3#issuecomment-2216023847\",\n    \"text\": \"GitHub feedback: deployment_env_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: RobbieTheWagner/robbiethewagner-site\\nAuthor: vercel[bot] (Bot)\\nURL: https://github.com/RobbieTheWagner/robbiethewagner-site/pull/3#issuecomment-2216023847\\nTitle: \\nBody:\\n[vc]: #3/wSTf4A/rALbrC5UH55BO1MCDVAza5C4kym/O2GWG4=: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\\n**The latest updates on your projects**. Learn more about [Vercel for Git \u2197\ufe0e](https://vercel.link/github-learn-more)\\n\\n| Name | Status | Preview | Comments | Updated (UTC) |\\n| :--- | :----- | :------ | :------- | :------ |\\n| **robbiethewagner** | \u2705 Ready ([Inspect](https://vercel.com/robert-wag\"\n  }\n]\nChanged files:\n[\n  {\n    \"id\": \"github-pr\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/RobbieTheWagner/robbiethewagner-site", "source_id": "comment-chain-pattern-assumption_checks-e3b645ab6c9bbf60", "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": "RobbieTheWagner/robbiethewagner-site", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: RobbieTheWagner/robbiethewagner-site"}, "properties": {"repobilityId": 300232, "scanner": "foundry_dataset", "fingerprint": "1f7448d72f45af6fe6804e11ba7542d6c8ae7f4e68a1af9aaad887e757a90d8b", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. 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"quality_tiers": {"high_confidence": 12, "assumption_check": 4, "weak_supervision": 2}, "repo_full_name": "RobbieTheWagner/robbiethewagner-site", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-0b70900e88551b90", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"api_or_backend": 15, "docs_or_claims": 15, "ui_or_frontend": 1320, "source_or_other": 120, "dependency_or_build": 30}}, "text": "Graph query export: Mock, sample, placeholder, or self-attested behavior treated as real\nQuery id: mock_as_real_or_placeholder\nQuery type: motif_query\nIntent: Hard negatives for fake completeness and missing real data paths.\nMotif: mock_as_real_or_placeholder\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: RobbieTheWagner/robbiethewagner-site\nThread: RobbieTheWagner/robbiethewagner-site#4\nEvidence:\nGraph motif: Mock, sample, placeholder, or self-attested behavior treated as real\nMotif id: mock_as_real_or_placeholder\nPolarity: bad\nTraining usage: hard_negative\nSeverity: critical\nRepo: RobbieTheWagner/robbiethewagner-site\nThread: RobbieTheWagner/robbiethewagner-site#4\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: RobbieTheWagner/robbiethewagner-site#4\nRepo: RobbieTheWagner/robbiethewagner-site\nIssue/PR number: 4\nGraph consistency label: supported_by_verification_signal\nNodes: 153\nEdges: 362\nNode types: {'pr_file': 100, 'link_quality': 18, 'comment_chain': 12, 'comment': 11, 'alignment': 4, 'thread': 1, 'repo': 1, 'pr_review': 1, 'commit': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_touches_file': 144, 'thread_touches_file': 100, 'chain_has_link_quality': 18, 'thread_has_comment_chain': 12, 'comment_has_chain': 12, 'comment_chain_links_commit': 12, 'comment_chain_has_ci': 12, 'issue_chain_has_comment_chain': 12, 'issue_chain_touches_file': 12, 'thread_has_comment': 11, '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}\nLabels: {'ui_or_frontend': 88, 'claimed_resolved_with_verification_signal': 14, 'human_reported_issue_then_verified_fix_attempt': 12, 'source_or_other': 8, 'agent_instruction_gap': 4, 'blueprint_human_gap_alignment': 4, 'test_ci_gap': 3, 'dependency_or_build': 3, 'runtime_failure': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'mock_placeholder': 1, 'deployment_env_gap': 1, 'ui_workflow_gap': 1, 'docs_or_claims': 1, 'api_or_backend': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 28}\nQuality tiers: {'high_confidence': 12, 'assumption_check': 4, 'weak_supervision': 2}\nCI labels: {'ci_success_signal': 24}\nCurriculum targets:\n- Train real-data plumbing and mock-removal tasks from source to UI.\n- Use as hard negatives for dashboards or apps claiming real runs without provenance.\nAssumption checks:\n- Is user-visible behavior backed by real storage/API/CI artifacts?\n- Are placeholders, sample data, or generated claims still in a production path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/RobbieTheWagner/robbiethewagner-site", "source_id": "graph-query-motif_query-f245fee1dcadc405", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/mock_as_real_or_placeholder/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "RobbieTheWagner/robbiethewagner-site", "source_dataset": "graph_queries/mock_as_real_or_placeholder", "training_usage": "hard_negative"}}}, {"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-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-b9088664ace7f748", "level": "note", "message": {"text": "Composite production-readiness gap"}, "properties": {"repobilityId": "da574d4dbb65197a", "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": "8cb80f68f23e310a", "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": "e661b0e899232869", "scanner": "scanner-primary", "fingerprint": "8424db9c75e04ba4", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}]}]}