{"version": "2.1.0", "$schema": "https://json.schemastore.org/sarif-2.1.0.json", "runs": [{"tool": {"driver": {"name": "Repobility", "informationUri": "https://repobility.com", "rules": [{"id": "foundry_unresolved_feedback", "name": "Foundry mined unresolved feedback: tommyshelburne/tommyshelburne.github.io", "shortDescription": {"text": "Foundry mined unresolved feedback: tommyshelburne/tommyshelburne.github.io"}, "fullDescription": {"text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: weak_supervision_needs_review\nRepo: tommyshelburne/tommyshelburne.github.io\nThread: tommyshelburne/tommyshelburne.github.io#1\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: tommyshelburne/tommyshelburne.github.io\nThread: tommyshelburne/tommyshelburne.github.io#1\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tommyshelburne/tommyshelburne.github.io#1\nRepo: tommyshelburne/tommyshelburne.github.io\nIssue/PR number: 1\nGraph consistency label: weak_supervision_needs_review\nNodes: 18\nEdges: 37\nNode type"}, "properties": {"scanner": "foundry_dataset", "category": "practices", "severity": "medium", "confidence": 0.7, "cwe": "", "owasp": ""}}, {"id": "foundry_blueprint_gap", "name": "Foundry mined blueprint gap alignment: tommyshelburne/tommyshelburne.github.io", "shortDescription": {"text": "Foundry mined blueprint gap alignment: tommyshelburne/tommyshelburne.github.io"}, "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: tommyshelburne/tommyshelburne.github.io\nThread: tommyshelburne/tommyshelburne.github.io#9\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: tommyshelburne/tommyshelburne.github.io\nThread: tommyshelburne/tommyshelburne.github.io#9\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tommyshelburne/tommyshelburne.github.io#9\nRepo: tommyshelburne/tommyshelburne.github.io\nIssue/PR number: 9\nGraph consistency label: supported_by_verification_signal\nNodes: 27\nEdges:"}, "properties": {"scanner": "foundry_dataset", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "cwe": "", "owasp": ""}}, {"id": "foundry_assumption_check", "name": "Foundry mined assumption checks: tommyshelburne/tommyshelburne.github.io", "shortDescription": {"text": "Foundry mined assumption checks: tommyshelburne/tommyshelburne.github.io"}, "fullDescription": {"text": "Comment chain pattern product: assumption_checks\nRepo: tommyshelburne/tommyshelburne.github.io\nThread: tommyshelburne/tommyshelburne.github.io#8\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: tommyshelburne/tommyshelburne.github.io#8\nRepo: tommyshelburne/tommyshelburne.github.io\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 2\nLinked commit count: 2\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 1\nLabels: {'ui_workflow_gap': 1, 'deployment_env_gap': 1}\nPolarities: {'bad': 2}\nChanged file labels: {'ui_or_frontend': 1}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-0acb6d8724d8cdc2\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"u"}, "properties": {"scanner": "foundry_dataset", "category": "practices", "severity": "medium", "confidence": 0.62, "cwe": "", "owasp": ""}}, {"id": "foundry_fake_real_gap", "name": "Foundry mined mock as real or placeholder: tommyshelburne/tommyshelburne.github.io", "shortDescription": {"text": "Foundry mined mock as real or placeholder: tommyshelburne/tommyshelburne.github.io"}, "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_high_confidence_link\nRepo: tommyshelburne/tommyshelburne.github.io\nThread: tommyshelburne/tommyshelburne.github.io#7\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: tommyshelburne/tommyshelburne.github.io\nThread: tommyshelburne/tommyshelburne.github.io#7\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tommyshelburne/tommyshelburne.github.io#7\nRepo: tommyshelburne/tommyshelburne.github.io\nIssue/PR number: 7\nGraph consistency label: supported_by_high_confid"}, "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 14 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-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-01f96f71d9907a8c", "name": "README lacks setup or run instructions", "shortDescription": {"text": "README lacks setup or run instructions"}, "fullDescription": {"text": "A README exists, but it does not contain common install/setup/run markers. This matches a frequent generated-code pattern: UI is present, operational handoff is thin."}, "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, tests, operator-readme. 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": "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}}]}}, "automationDetails": {"id": "repobility/21483"}, "properties": {"repository": "tommyshelburne/tommyshelburne.github.io", "repoUrl": "https://github.com/tommyshelburne/tommyshelburne.github.io", "branch": "main"}, "results": [{"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: tommyshelburne/tommyshelburne.github.io"}, "properties": {"repobilityId": 370919, "scanner": "foundry_dataset", "fingerprint": "a4f04055e745f5e611c9d3cb03904bcbf093dc2d6f03ebdccb8d161e881aa22b", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"source_or_other": 3, "deployment_env_gap": 1, "dependency_or_build": 3, "build_install_failure": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 1, "human_reported_issue_no_linked_fix": 1, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"claimed_resolved_unverified": 6, "not_resolved_or_not_observed": 2}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 37, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "thread_touches_file": 5, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 5, "thread_has_comment_chain": 2, "comment_chain_links_commit": 1, "comment_chain_touches_file": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 18, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 2, "pr_file": 5, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "tommyshelburne/tommyshelburne.github.io#1", "issue_number": "1", "quality_tiers": {"unresolved": 1, "weak_supervision": 3}, "repo_full_name": "tommyshelburne/tommyshelburne.github.io", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-7a2dcc4a2406162c", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {"source_or_other": 15, "dependency_or_build": 10}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: weak_supervision_needs_review\nRepo: tommyshelburne/tommyshelburne.github.io\nThread: tommyshelburne/tommyshelburne.github.io#1\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: tommyshelburne/tommyshelburne.github.io\nThread: tommyshelburne/tommyshelburne.github.io#1\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tommyshelburne/tommyshelburne.github.io#1\nRepo: tommyshelburne/tommyshelburne.github.io\nIssue/PR number: 1\nGraph consistency label: weak_supervision_needs_review\nNodes: 18\nEdges: 37\nNode types: {'pr_file': 5, 'link_quality': 4, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'commit': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 10, 'thread_touches_file': 5, 'issue_chain_touches_file': 5, 'chain_has_link_quality': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'comment_chain_links_commit': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'source_or_other': 3, 'dependency_or_build': 3, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'deployment_env_gap': 1, 'build_install_failure': 1, 'human_reported_issue_then_fix_attempt': 1, 'human_reported_issue_no_linked_fix': 1, 'not_resolved_or_not_observed': 1}\nOutcomes: {'claimed_resolved_unverified': 6, 'not_resolved_or_not_observed': 2}\nQuality tiers: {'weak_supervision': 3, 'unresolved': 1}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tommyshelburne/tommyshelburne.github.io", "source_id": "graph-query-motif_query-d9771213928c637e", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "tommyshelburne/tommyshelburne.github.io", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tommyshelburne/tommyshelburne.github.io"}, "properties": {"repobilityId": 356838, "scanner": "foundry_dataset", "fingerprint": "879db675e5fa4c93937ae8912108d3fb221e7ed1681df815377de52e38a1b012", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"ui_workflow": 1, "ui_or_frontend": 6, "source_or_other": 1, "ui_workflow_gap": 1, "ci_success_signal": 1, "deployment_env_gap": 1, "partial blueprint fit": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 2, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 4, "human_reported_issue_then_verified_fix_attempt": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 8}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {"ci_success_signal": 4}, "synthetic": false, "edge_count": 56, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "thread_touches_file": 7, "comment_chain_has_ci": 2, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 7, "thread_has_comment_chain": 2, "comment_chain_links_commit": 2, "comment_chain_touches_file": 14, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 27, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 2, "pr_file": 7, "alignment": 2, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "tommyshelburne/tommyshelburne.github.io#9", "issue_number": "9", "quality_tiers": {"high_confidence": 3, "assumption_check": 2, "weak_supervision": 1}, "repo_full_name": "tommyshelburne/tommyshelburne.github.io", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-b2d3cf5f70c890ba", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"ui_or_frontend": 30, "source_or_other": 5}}, "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: tommyshelburne/tommyshelburne.github.io\nThread: tommyshelburne/tommyshelburne.github.io#9\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: tommyshelburne/tommyshelburne.github.io\nThread: tommyshelburne/tommyshelburne.github.io#9\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tommyshelburne/tommyshelburne.github.io#9\nRepo: tommyshelburne/tommyshelburne.github.io\nIssue/PR number: 9\nGraph consistency label: supported_by_verification_signal\nNodes: 27\nEdges: 56\nNode types: {'pr_file': 7, 'link_quality': 6, 'comment': 2, 'comment_chain': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'commit': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 14, 'thread_touches_file': 7, 'issue_chain_touches_file': 7, 'chain_has_link_quality': 6, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'comment_chain_links_commit': 2, 'comment_chain_has_ci': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1}\nLabels: {'ui_or_frontend': 6, 'claimed_resolved_with_verification_signal': 4, 'human_reported_issue_then_verified_fix_attempt': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'deployment_env_gap': 1, 'source_or_other': 1, 'ui_workflow': 1, 'ci_success_signal': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 8}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2, 'weak_supervision': 1}\nCI labels: {'ci_success_signal': 4}\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/tommyshelburne/tommyshelburne.github.io", "source_id": "graph-query-motif_query-908f2eb88c998083", "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": "tommyshelburne/tommyshelburne.github.io", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tommyshelburne/tommyshelburne.github.io"}, "properties": {"repobilityId": 356837, "scanner": "foundry_dataset", "fingerprint": "ff51bf49c51069eeacba623e72b2e0970a852ecec4ca01ebbe201e2a108357ed", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"ui_workflow": 1, "ui_or_frontend": 1, "ui_workflow_gap": 1, "deployment_env_gap": 1, "partial blueprint fit": 2, "claimed_resolved_unverified": 4, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 2, "human_reported_issue_then_fix_attempt": 2, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_unverified": 8}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 30, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "thread_touches_file": 1, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 2, "comment_chain_touches_file": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 20, "node_types": {"repo": 1, "commit": 1, "thread": 1, "comment": 2, "pr_file": 1, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "tommyshelburne/tommyshelburne.github.io#8", "issue_number": "8", "quality_tiers": {"high_confidence": 3, "assumption_check": 2, "weak_supervision": 1}, "repo_full_name": "tommyshelburne/tommyshelburne.github.io", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-fee89714a86852aa", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"ui_or_frontend": 5}}, "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_high_confidence_link\nRepo: tommyshelburne/tommyshelburne.github.io\nThread: tommyshelburne/tommyshelburne.github.io#8\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: tommyshelburne/tommyshelburne.github.io\nThread: tommyshelburne/tommyshelburne.github.io#8\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tommyshelburne/tommyshelburne.github.io#8\nRepo: tommyshelburne/tommyshelburne.github.io\nIssue/PR number: 8\nGraph consistency label: supported_by_high_confidence_link\nNodes: 20\nEdges: 30\nNode types: {'link_quality': 6, 'comment': 2, 'comment_chain': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'pr_file': 1, 'commit': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'comment_chain_links_commit': 2, 'comment_chain_touches_file': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_touches_file': 1, 'thread_has_issue_chain': 1, 'issue_chain_touches_file': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'claimed_resolved_unverified': 4, 'human_reported_issue_then_fix_attempt': 2, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'deployment_env_gap': 1, 'ui_or_frontend': 1, 'ui_workflow': 1}\nOutcomes: {'claimed_resolved_unverified': 8}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2, 'weak_supervision': 1}\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/tommyshelburne/tommyshelburne.github.io", "source_id": "graph-query-motif_query-297a3b90fc1739b9", "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": "tommyshelburne/tommyshelburne.github.io", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tommyshelburne/tommyshelburne.github.io"}, "properties": {"repobilityId": 356836, "scanner": "foundry_dataset", "fingerprint": "7a3320aae77d484eb7ea783b027559e685087a32699b0be6f2712e6a12679084", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "ui_or_frontend": 6, "source_or_other": 7, "ui_workflow_gap": 1, "deployment_env_gap": 1, "generated_provenance": 1, "partial blueprint fit": 2, "self_attested_unverified": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 2, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2, "self_attested_or_generated_fix_unverified": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"self_attested_unverified": 2, "claimed_resolved_unverified": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 76, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "thread_touches_file": 13, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 12, "thread_has_comment_chain": 2, "comment_chain_links_commit": 3, "comment_chain_touches_file": 24, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 33, "node_types": {"repo": 1, "commit": 2, "thread": 1, "comment": 2, "pr_file": 13, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "tommyshelburne/tommyshelburne.github.io#7", "issue_number": "7", "quality_tiers": {"high_confidence": 3, "assumption_check": 2, "weak_supervision": 1}, "repo_full_name": "tommyshelburne/tommyshelburne.github.io", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-c9c3e31aaae9ac23", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"ui_or_frontend": 30, "source_or_other": 35}}, "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_high_confidence_link\nRepo: tommyshelburne/tommyshelburne.github.io\nThread: tommyshelburne/tommyshelburne.github.io#7\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: tommyshelburne/tommyshelburne.github.io\nThread: tommyshelburne/tommyshelburne.github.io#7\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tommyshelburne/tommyshelburne.github.io#7\nRepo: tommyshelburne/tommyshelburne.github.io\nIssue/PR number: 7\nGraph consistency label: supported_by_high_confidence_link\nNodes: 33\nEdges: 76\nNode types: {'pr_file': 13, 'link_quality': 6, 'comment': 2, 'comment_chain': 2, 'commit': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 24, 'thread_touches_file': 13, 'issue_chain_touches_file': 12, 'chain_has_link_quality': 6, 'comment_chain_links_commit': 3, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'source_or_other': 7, 'ui_or_frontend': 6, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'deployment_env_gap': 1, 'human_reported_issue_then_fix_attempt': 1, 'generated_provenance': 1, 'bug_fix': 1, 'self_attested_or_generated_fix_unverified': 1, 'self_attested_unverified': 1}\nOutcomes: {'claimed_resolved_unverified': 6, 'self_attested_unverified': 2}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2, 'weak_supervision': 1}\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/tommyshelburne/tommyshelburne.github.io", "source_id": "graph-query-motif_query-4577c7f2f64a4b09", "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": "tommyshelburne/tommyshelburne.github.io", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: tommyshelburne/tommyshelburne.github.io"}, "properties": {"repobilityId": 356835, "scanner": "foundry_dataset", "fingerprint": "b695231e4e32c0e973af0c5e83cd5f50b812a6bfb0b37dfb20ba52f3f6955798", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "ui_or_frontend": 10, "source_or_other": 8, "ui_workflow_gap": 1, "deployment_env_gap": 1, "generated_provenance": 1, "partial blueprint fit": 2, "self_attested_unverified": 1, "claimed_resolved_unverified": 3, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 2, "human_reported_issue_then_fix_attempt": 1, "thread_has_human_issue_and_fix_context": 2, "self_attested_or_generated_fix_unverified": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"self_attested_unverified": 2, "claimed_resolved_unverified": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 81, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "thread_touches_file": 18, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 12, "thread_has_comment_chain": 2, "comment_chain_links_commit": 3, "comment_chain_touches_file": 24, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 38, "node_types": {"repo": 1, "commit": 2, "thread": 1, "comment": 2, "pr_file": 18, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "tommyshelburne/tommyshelburne.github.io#5", "issue_number": "5", "quality_tiers": {"high_confidence": 3, "assumption_check": 2, "weak_supervision": 1}, "repo_full_name": "tommyshelburne/tommyshelburne.github.io", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-360e821cb13481c1", "graph_gold_label": "supported_by_high_confidence_link", "changed_file_labels": {"ui_or_frontend": 50, "source_or_other": 40}}, "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_high_confidence_link\nRepo: tommyshelburne/tommyshelburne.github.io\nThread: tommyshelburne/tommyshelburne.github.io#5\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: tommyshelburne/tommyshelburne.github.io\nThread: tommyshelburne/tommyshelburne.github.io#5\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tommyshelburne/tommyshelburne.github.io#5\nRepo: tommyshelburne/tommyshelburne.github.io\nIssue/PR number: 5\nGraph consistency label: supported_by_high_confidence_link\nNodes: 38\nEdges: 81\nNode types: {'pr_file': 18, 'link_quality': 6, 'comment': 2, 'comment_chain': 2, 'commit': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 24, 'thread_touches_file': 18, 'issue_chain_touches_file': 12, 'chain_has_link_quality': 6, 'comment_chain_links_commit': 3, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ui_or_frontend': 10, 'source_or_other': 8, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'deployment_env_gap': 1, 'human_reported_issue_then_fix_attempt': 1, 'generated_provenance': 1, 'bug_fix': 1, 'self_attested_or_generated_fix_unverified': 1, 'self_attested_unverified': 1}\nOutcomes: {'claimed_resolved_unverified': 6, 'self_attested_unverified': 2}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2, 'weak_supervision': 1}\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/tommyshelburne/tommyshelburne.github.io", "source_id": "graph-query-motif_query-5337468a76acba8f", "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": "tommyshelburne/tommyshelburne.github.io", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tommyshelburne/tommyshelburne.github.io"}, "properties": {"repobilityId": 313113, "scanner": "foundry_dataset", "fingerprint": "3658007e0c24bdb62a7a00de34f19c9b3e72d1104a9dd97924a78a7d0bb7bd82", "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": "tommyshelburne/tommyshelburne.github.io#8", "human_labels": ["deployment_env_gap", "ui_or_frontend", "ui_workflow_gap"], "issue_number": "8", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.92, "repo_full_name": "tommyshelburne/tommyshelburne.github.io", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-e2b0eb0830e49b21", "helicopter_views": {}, "artifact_families": {"ci": 1, "docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 1, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"ui_or_frontend": 1}, "linked_commit_count": 2, "helicopter_view_count": 0, "source_artifact_count": 2, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "link_quality_high_confidence", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tommyshelburne/tommyshelburne.github.io\nThread: tommyshelburne/tommyshelburne.github.io#8\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: tommyshelburne/tommyshelburne.github.io#8\nRepo: tommyshelburne/tommyshelburne.github.io\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 2\nLinked commit count: 2\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 1\nLabels: {'ui_workflow_gap': 1, 'deployment_env_gap': 1}\nPolarities: {'bad': 2}\nChanged file labels: {'ui_or_frontend': 1}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-0acb6d8724d8cdc2\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"ui_workflow_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tommyshelburne/tommyshelburne.github.io/pull/8\",\n    \"text\": \"GitHub feedback: ui_workflow_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: tommyshelburne/tommyshelburne.github.io\\nAuthor: tommyshelburne (User)\\nURL: https://github.com/tommyshelburne/tommyshelburne.github.io/pull/8\\nTitle: Mobile pass: tighten home page layout on phones\\nBody:\\n## Summary\\n- Hero eyebrow no longer wraps raggedly on phones: the \\\"Tommy Shelburne \u00b7 \\\" prefix is hidden below `sm` since the navbar wordmark sits directly above it\\n- Featured-work section and CTA padding scale down on small screens (`py-16 sm:py-24`, `py-20 sm:py-28`), and featured rows use `space-y-16 md:space-y-24`, removing ~200px of dead space between sections on mobile\\n- Audited all four pages at iPhone 14 size in both themes plus the open mobile menu; Projects, About, and Contact needed no changes\\n\\n## Test plan\\n- [x] `npm run lint` and `npm run build` pass\\n- [x] Before/after screenshots at 390px confirm single-line eyebrow and tightened section seam\\n\\n\ud83e\udd16 Generated with [Claude Code](https://claude.com/claude-code)\"\n  },\n  {\n    \"id\": \"github-feedback-comment-b8a646450f5f27cd\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"deployment_env_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tommyshelburne/tommyshelburne.github.io/pull/8#issuecomment-4667700240\",\n    \"text\": \"GitHub feedback: deployment_env_gap\\nPolarity: bad\\nKind: issue_comment\\nRepo: tommyshelburne/tommyshelburne.github.io\\nAuthor: vercel[bot] (Bot)\\nURL: https://github.com/tommyshelburne/tommyshelburne.github.io/pull/8#issuecomment-4667700240\\nTitle: \\nBody:\\n[vc]: #rqYcC9JdQKlwJxJ+Umfrud5/wV0s1IAqy8mBLshbW1w=:eyJpc01vbm9yZXBvIjp0cnVlLCJ0eXBlIjoiZ2l0aHViIiwicHJvamVjdHMiOlt7Im5hbWUiOiJwb3J0Zm9saW8iLCJwcm9qZWN0SWQiOiJwcmpfS0toNkpTdE5sNFpBMEdIQmFrZ1VmTzZwSEUzeSIsImluc3BlY3RvclVybCI6Imh0dHBzOi8vdmVyY2VsLmNvbS90b21teXNoZWxidXJuZXMtcHJvamVjdH\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tommyshelburne/tommyshelburne.github.io", "source_id": "comment-chain-pattern-assumption_checks-7f8b47fe3406e66e", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "tommyshelburne/tommyshelburne.github.io", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: tommyshelburne/tommyshelburne.github.io"}, "properties": {"repobilityId": 313112, "scanner": "foundry_dataset", "fingerprint": "690266d3982468bb5847cc46791f1d599eba189d76ca2de30535d49d875b8128", "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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Review source_id before acting.", "evidence": {"meta": {"kind": "comment_chain_pattern_product", "source": "comment_chain_pattern_miner", "product": "assumption_checks", "synthetic": false, "thread_key": "tommyshelburne/tommyshelburne.github.io#1", "human_labels": ["build_install_failure", "dependency_or_build", "deployment_env_gap", "source_or_other"], "issue_number": "1", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.67, "repo_full_name": "tommyshelburne/tommyshelburne.github.io", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-b0ba9cf33ef85e06", "helicopter_views": {}, "artifact_families": {"ci": 1, "docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 5, "source_graph_label": "source_backed_multi_signal_graph", "changed_file_labels": {"source_or_other": 3, "dependency_or_build": 2}, "linked_commit_count": 1, "helicopter_view_count": 0, "source_artifact_count": 2, "classification_reasons": ["source_graph_has_real_artifacts", "source_graph_has_verification_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 1, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: tommyshelburne/tommyshelburne.github.io\nThread: tommyshelburne/tommyshelburne.github.io#1\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_backed_multi_signal_graph\nReasons: source_graph_has_real_artifacts, source_graph_has_verification_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: tommyshelburne/tommyshelburne.github.io#1\nRepo: tommyshelburne/tommyshelburne.github.io\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 2\nLinked commit count: 1\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 5\nLabels: {'deployment_env_gap': 1, 'build_install_failure': 1}\nPolarities: {'bad': 2}\nChanged file labels: {'source_or_other': 3, 'dependency_or_build': 2}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-13d17429b243d6fb\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"deployment_env_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tommyshelburne/tommyshelburne.github.io/pull/1\",\n    \"text\": \"GitHub feedback: deployment_env_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: tommyshelburne/tommyshelburne.github.io\\nAuthor: tommyshelburne (User)\\nURL: https://github.com/tommyshelburne/tommyshelburne.github.io/pull/1\\nTitle: Migrate deploy from GitHub Pages to Vercel\\nBody:\\n## Summary\\nPrepares the repo for Vercel hosting (custom domain `shelburne.dev`) and retires the GitHub Pages deploy path.\\n\\n- **`vercel.json`** \u2014 SPA catch-all rewrite to `/index.html` so client-side routes (e.g. `/about`) resolve on direct load/refresh. This was a latent 404 under GitHub Pages (no `404.html` fallback).\\n- **Remove gh-pages tooling** \u2014 dropped `predeploy`/`deploy` scripts and the `gh-pages` dependency; Vercel deploys on push to `main`. Pointed `package.json` `homepage` at `https://shelburne.dev`.\\n- **Delete `tailwind.config.js`** \u2014 vestigial. Tailwind v4 is configured CSS-first in `index.css` and never read this v3-style config.\\n\\n## Verification\\n- `npm run build` \u2705 (CSS still emitted at 25.95 kB \u2014 Tailwind unaffected by config deletion)\\n- 2 pre-existing lint errors remain (`ThemeContext.tsx`, `Contact.tsx`); untouched by this PR.\\n\\n## Follow-up (manual, outside the repo)\\n1. Register `shelburne.de\"\n  },\n  {\n    \"id\": \"github-feedback-comment-cb8d4e8da85adb1e\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"build_install_failure\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/tommyshelburne/tommyshelburne.github.io/pull/1#issuecomment-4663062244\",\n    \"text\": \"GitHub feedback: build_install_failure\\nPolarity: bad\\nKind: issue_comment\\nRepo: tommyshelburne/tommyshelburne.github.io\\nAuthor: tommyshelburne (User)\\nURL: https://github.com/tommyshelburne/tommyshelburne.github.io/pull/1#issuecomment-4663062244\\nTitle: \\nBody:\\nSuperseded by #2, which is rebased onto\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/tommyshelburne/tommyshelburne.github.io", "source_id": "comment-chain-pattern-assumption_checks-f41f61344f8f440e", "synthetic": false, "gold_label": "", "graph_label": "source_backed_multi_signal_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/assumption_checks/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "tommyshelburne/tommyshelburne.github.io", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_fake_real_gap", "level": "error", "message": {"text": "Foundry mined mock as real or placeholder: tommyshelburne/tommyshelburne.github.io"}, "properties": {"repobilityId": 327290, "scanner": "foundry_dataset", "fingerprint": "bbb92086a27fba0a6f81869e48e9b5d9470b0e4de580bda7072197f2ae71efdf", "category": "practices", "severity": "critical", "confidence": 0.82, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. 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{"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "thread_touches_file": 18, "alignment_uses_comment": 2, "alignment_uses_finding": 2, "chain_has_link_quality": 6, "comment_aligns_finding": 2, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 12, "thread_has_comment_chain": 2, "comment_chain_links_commit": 3, "comment_chain_touches_file": 24, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 38, "node_types": {"repo": 1, "commit": 2, "thread": 1, "comment": 2, "pr_file": 18, "alignment": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 2, "blueprint_finding": 2}, "query_type": "motif_query", "thread_key": "tommyshelburne/tommyshelburne.github.io#5", "issue_number": "5", "quality_tiers": {"high_confidence": 3, "assumption_check": 2, "weak_supervision": 1}, "repo_full_name": "tommyshelburne/tommyshelburne.github.io", "training_usage": "hard_negative", "source_motif_id": 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evidence:\nGitHub issue/PR evidence subgraph\nThread: tommyshelburne/tommyshelburne.github.io#5\nRepo: tommyshelburne/tommyshelburne.github.io\nIssue/PR number: 5\nGraph consistency label: supported_by_high_confidence_link\nNodes: 38\nEdges: 81\nNode types: {'pr_file': 18, 'link_quality': 6, 'comment': 2, 'comment_chain': 2, 'commit': 2, 'alignment': 2, 'blueprint_finding': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 24, 'thread_touches_file': 18, 'issue_chain_touches_file': 12, 'chain_has_link_quality': 6, 'comment_chain_links_commit': 3, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'issue_chain_has_comment_chain': 2, 'alignment_uses_comment': 2, 'alignment_uses_finding': 2, 'comment_aligns_finding': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ui_or_frontend': 10, 'source_or_other': 8, 'claimed_resolved_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'blueprint_human_gap_alignment': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'deployment_env_gap': 1, 'human_reported_issue_then_fix_attempt': 1, 'generated_provenance': 1, 'bug_fix': 1, 'self_attested_or_generated_fix_unverified': 1, 'self_attested_unverified': 1}\nOutcomes: {'claimed_resolved_unverified': 6, 'self_attested_unverified': 2}\nQuality tiers: {'high_confidence': 3, 'assumption_check': 2, 'weak_supervision': 1}\nCI labels: {}\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": 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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_high_confidence_link\nRepo: tommyshelburne/tommyshelburne.github.io\nThread: tommyshelburne/tommyshelburne.github.io#3\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: tommyshelburne/tommyshelburne.github.io\nThread: tommyshelburne/tommyshelburne.github.io#3\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: tommyshelburne/tommyshelburne.github.io#3\nRepo: tommyshelburne/tommyshelburne.github.io\nIssue/PR number: 3\nGraph consistency label: supported_by_high_confidence_link\nNodes: 16\nEdges: 24\nNode types: {'link_quality': 4, 'commit': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'pr_file': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 4, 'chain_has_link_quality': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'comment_chain_touches_file': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_touches_file': 1, 'thread_has_issue_chain': 1, 'issue_chain_touches_file': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'claimed_resolved_unverified': 3, 'deployment_env_gap': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'source_or_other': 1, 'human_reported_issue_then_fix_attempt': 1, 'generated_provenance': 1, 'dependency_or_build': 1, 'bug_fix': 1, 'self_attested_or_generated_fix_unverified': 1, 'self_attested_unverified': 1}\nOutcomes: {'claimed_resolved_unverified': 6, 'self_attested_unverified': 2}\nQuality tiers: {'high_confidence': 3, 'weak_supervision': 1}\nCI labels: {}\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/tommyshelburne/tommyshelburne.github.io", "source_id": "graph-query-motif_query-41e975dbe68ac9db", "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": "tommyshelburne/tommyshelburne.github.io", "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-141b30a41e03817b", "level": "note", "message": {"text": "No license file detected"}, "properties": {"repobilityId": "70582e92bac8eecb", "scanner": "scanner-primary", "fingerprint": "141b30a41e03817b", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["license", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-01f96f71d9907a8c", "level": "note", "message": {"text": "README lacks setup or run instructions"}, "properties": {"repobilityId": "b083b2eb90c1fb91", "scanner": "scanner-primary", "fingerprint": "01f96f71d9907a8c", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["docs", "readme", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-b9088664ace7f748", "level": "warning", "message": {"text": "Composite production-readiness gap"}, "properties": {"repobilityId": "21892af0c9186006", "scanner": "scanner-primary", "fingerprint": "b9088664ace7f748", "layer": "quality", "severity": "medium", "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": "c6c45522c48e7c71", "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": "ede8452f387b8626", "scanner": "scanner-primary", "fingerprint": "8424db9c75e04ba4", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}]}]}