{"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: uuuu790/ManorLordsMP", "shortDescription": {"text": "Foundry mined blueprint gap alignment: uuuu790/ManorLordsMP"}, "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: uuuu790/ManorLordsMP\nThread: uuuu790/ManorLordsMP#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: uuuu790/ManorLordsMP\nThread: uuuu790/ManorLordsMP#9\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: uuuu790/ManorLordsMP#9\nRepo: uuuu790/ManorLordsMP\nIssue/PR number: 9\nGraph consistency label: supported_by_verification_signal\nNodes: 33\nEdges: 52\nNode types: {'link_quality': 9, 'commit': 6, 'alignment': 4, 'comment': 3, 'comment_chain': 3, 'scanner_findin"}, "properties": {"scanner": "foundry_dataset", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "cwe": "", "owasp": ""}}, {"id": "foundry_assumption_check", "name": "Foundry mined assumption checks: uuuu790/ManorLordsMP", "shortDescription": {"text": "Foundry mined assumption checks: uuuu790/ManorLordsMP"}, "fullDescription": {"text": "Comment chain pattern product: assumption_checks\nRepo: uuuu790/ManorLordsMP\nThread: uuuu790/ManorLordsMP#9\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_high_confidence\nChain evidence:\nIssue/PR evidence chain: uuuu790/ManorLordsMP#9\nRepo: uuuu790/ManorLordsMP\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 3\nLinked commit count: 15\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 2, 'ui_workflow_gap': 1}\nPolarities: {'neutral': 2, 'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-de066d4753513bdf\",\n    \"kind\": \"issue_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/uuuu790/ManorLordsMP/issues/9\",\n    \"text\": \"GitHub feedback"}, "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: uuuu790/ManorLordsMP", "shortDescription": {"text": "Foundry mined test ci gap after feedback: uuuu790/ManorLordsMP"}, "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: uuuu790/ManorLordsMP\nThread: uuuu790/ManorLordsMP#1\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: uuuu790/ManorLordsMP\nThread: uuuu790/ManorLordsMP#1\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: uuuu790/ManorLordsMP#1\nRepo: uuuu790/ManorLordsMP\nIssue/PR number: 1\nGraph consistency label: supported_by_verification_signal\nNodes: 40\nEdges: 55\nNode types: {'link_quality': 11, 'alignment': 7, 'scanner_finding': 7, 'commit': 6, 'comment': 2, 'comment_chain': 2, 'thread': 1, 're"}, "properties": {"scanner": "foundry_dataset", "category": "testing", "severity": "high", "confidence": 0.78, "cwe": "", "owasp": ""}}, {"id": "foundry_schema_ui_api_gap", "name": "Foundry mined schema ui api mismatch: uuuu790/ManorLordsMP", "shortDescription": {"text": "Foundry mined schema ui api mismatch: uuuu790/ManorLordsMP"}, "fullDescription": {"text": "Graph query export: Schema, UI, and API mismatch\nQuery id: schema_ui_api_mismatch\nQuery type: motif_query\nIntent: Assumption-check examples for data-path consistency across layers.\nMotif: schema_ui_api_mismatch\nTraining usage: assumption_check\nGraph gold label: supported_by_verification_signal\nRepo: uuuu790/ManorLordsMP\nThread: uuuu790/ManorLordsMP#15\nEvidence:\nGraph motif: Schema, UI, and API evidence do not line up\nMotif id: schema_ui_api_mismatch\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: uuuu790/ManorLordsMP\nThread: uuuu790/ManorLordsMP#15\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: uuuu790/ManorLordsMP#15\nRepo: uuuu790/ManorLordsMP\nIssue/PR number: 15\nGraph consistency label: supported_by_verification_signal\nNodes: 85\nEdges: 154\nNode types: {'link_quality': 30, 'alignment': 22, 'commit': 7, 'scanner_finding': 7, 'comment': 6, 'comment_chain': 6, 'blueprint_finding': 3, 'thread': 1, 're"}, "properties": {"scanner": "foundry_dataset", "category": "quality", "severity": "high", "confidence": 0.76, "cwe": "", "owasp": ""}}, {"id": "scanner-a3d41277390276f7", "name": "Stray `console.log` in TS/JS \u2014 MLMP_Sync/helper/mlmp-helper.js:46", "shortDescription": {"text": "Stray `console.log` in TS/JS \u2014 MLMP_Sync/helper/mlmp-helper.js:46"}, "fullDescription": {"text": "Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable.\n\nWhy: Hygiene \u2014 easy to leak debug output.\nRule id: fq.console-leak"}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "low", "confidence": 1.0}}, {"id": "scanner-1ec58644a3a2e3df", "name": "Stray `console.log` in TS/JS \u2014 helper/mlmp-helper.js:46", "shortDescription": {"text": "Stray `console.log` in TS/JS \u2014 helper/mlmp-helper.js:46"}, "fullDescription": {"text": "Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable.\n\nWhy: Hygiene \u2014 easy to leak debug output.\nRule id: fq.console-leak"}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "low", "confidence": 1.0}}, {"id": "scanner-9710c8d059e53154", "name": "No frontend routes/components detected", "shortDescription": {"text": "No frontend routes/components detected"}, "fullDescription": {"text": "No React/Vue/Next routes were found. This is fine for backend-only repos."}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "info", "confidence": 1.0}}, {"id": "scanner-6372cebde0220094", "name": "No auth library detected", "shortDescription": {"text": "No auth library detected"}, "fullDescription": {"text": "The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). The repo has auth/admin/session surface indicators, so auth may live in custom code, in a separate service, or be missing."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-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-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-595dc6a0210e1230", "name": "Commented-code block (5 lines) in MLMP_Sync/helper/mlmp-helper.js:240", "shortDescription": {"text": "Commented-code block (5 lines) in MLMP_Sync/helper/mlmp-helper.js:240"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-ebf512f753f875f8", "name": "Commented-code block (6 lines) in tests/wire-protocol.test.js:3", "shortDescription": {"text": "Commented-code block (6 lines) in tests/wire-protocol.test.js:3"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-b00ba823757b2c38", "name": "Commented-code block (5 lines) in helper/mlmp-helper.js:240", "shortDescription": {"text": "Commented-code block (5 lines) in helper/mlmp-helper.js:240"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}]}}, "automationDetails": {"id": "repobility/22003"}, "properties": {"repository": "uuuu790/ManorLordsMP", "repoUrl": "https://github.com/uuuu790/ManorLordsMP", "branch": "main"}, "results": [{"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: uuuu790/ManorLordsMP"}, "properties": {"repobilityId": 357065, "scanner": "foundry_dataset", "fingerprint": "1f99b417d5a3ef7b5cfa227cfe1a3838245dae3e0ab660a2a55627437839ffd0", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "ui_workflow_gap": 1, "weak blueprint fit": 1, "generated_provenance": 2, "verification_or_tests": 3, "human_feedback_general": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 1, "tp_candidate:frontend-quality": 2, "comment_has_related_commit_context": 2, "scanner_human_confirmed_actionable": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 1, "human_reported_issue_then_verified_fix_attempt": 1, "tp_candidate:no-frontend-routes-components-detected": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 8, "claimed_resolved_with_verification_signal": 2}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 52, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 4, "alignment_uses_finding": 4, "chain_has_link_quality": 9, "comment_aligns_finding": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 15, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 33, "node_types": {"repo": 1, "commit": 6, "thread": 1, "comment": 3, "alignment": 4, "fix_outcome": 1, "issue_chain": 1, "link_quality": 9, "comment_chain": 3, "scanner_finding": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "uuuu790/ManorLordsMP#9", "issue_number": "9", "quality_tiers": {"high_confidence": 5, "assumption_check": 1, "weak_supervision": 3}, "repo_full_name": "uuuu790/ManorLordsMP", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-432afb59e82a9500", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: uuuu790/ManorLordsMP\nThread: uuuu790/ManorLordsMP#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: uuuu790/ManorLordsMP\nThread: uuuu790/ManorLordsMP#9\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: uuuu790/ManorLordsMP#9\nRepo: uuuu790/ManorLordsMP\nIssue/PR number: 9\nGraph consistency label: supported_by_verification_signal\nNodes: 33\nEdges: 52\nNode types: {'link_quality': 9, 'commit': 6, 'alignment': 4, 'comment': 3, 'comment_chain': 3, 'scanner_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 15, 'chain_has_link_quality': 9, 'alignment_uses_comment': 4, 'alignment_uses_finding': 4, 'comment_aligns_finding': 4, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 4, 'verification_or_tests': 3, 'scanner_human_confirmed_actionable': 3, 'human_feedback_general': 2, 'comment_has_related_commit_context': 2, 'generated_provenance': 2, 'thread_has_human_issue_and_fix_context': 2, 'tp_candidate:frontend-quality': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'bug_fix': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'claimed_resolved_with_verification_signal': 1, 'tp_candidate:no-frontend-routes-components-detected': 1, 'blueprint_human_gap_alignment': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8, 'claimed_resolved_with_verification_signal': 2}\nQuality tiers: {'high_confidence': 5, 'weak_supervision': 3, 'assumption_check': 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/uuuu790/ManorLordsMP", "source_id": "graph-query-motif_query-d0d0ab58e4574a6d", "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": "uuuu790/ManorLordsMP", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: uuuu790/ManorLordsMP"}, "properties": {"repobilityId": 357064, "scanner": "foundry_dataset", "fingerprint": "956a5f12a44cd84bf8e225def8fa6dc18963ce8a90b5a79d50369aa3cf4ff564", "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": 5, "ui_workflow_gap": 1, "weak blueprint fit": 1, "generated_provenance": 1, "verification_or_tests": 2, "human_feedback_general": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 4, "blueprint_human_gap_alignment": 1, "tp_candidate:frontend-quality": 2, "comment_has_related_commit_context": 2, "scanner_human_confirmed_actionable": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 1, "human_reported_issue_then_verified_fix_attempt": 1, "tp_candidate:no-frontend-routes-components-detected": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 8, "claimed_resolved_with_verification_signal": 2}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 49, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 4, "alignment_uses_finding": 4, "chain_has_link_quality": 9, "comment_aligns_finding": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 12, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 35, "node_types": {"repo": 1, "commit": 8, "thread": 1, "comment": 3, "alignment": 4, "fix_outcome": 1, "issue_chain": 1, "link_quality": 9, "comment_chain": 3, "scanner_finding": 3, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "uuuu790/ManorLordsMP#4", "issue_number": "4", "quality_tiers": {"high_confidence": 4, "assumption_check": 1, "weak_supervision": 4}, "repo_full_name": "uuuu790/ManorLordsMP", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-c84d7fe79eb751ad", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: uuuu790/ManorLordsMP\nThread: uuuu790/ManorLordsMP#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: uuuu790/ManorLordsMP\nThread: uuuu790/ManorLordsMP#4\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: uuuu790/ManorLordsMP#4\nRepo: uuuu790/ManorLordsMP\nIssue/PR number: 4\nGraph consistency label: supported_by_verification_signal\nNodes: 35\nEdges: 49\nNode types: {'link_quality': 9, 'commit': 8, 'alignment': 4, 'comment': 3, 'comment_chain': 3, 'scanner_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'comment_chain_links_commit': 12, 'chain_has_link_quality': 9, 'alignment_uses_comment': 4, 'alignment_uses_finding': 4, 'comment_aligns_finding': 4, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'bug_fix': 5, 'ambiguous_needs_more_evidence': 4, 'scanner_human_confirmed_actionable': 3, 'human_feedback_general': 2, 'verification_or_tests': 2, 'comment_has_related_commit_context': 2, 'thread_has_human_issue_and_fix_context': 2, 'tp_candidate:frontend-quality': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'generated_provenance': 1, 'claimed_resolved_with_verification_signal': 1, 'tp_candidate:no-frontend-routes-components-detected': 1, 'blueprint_human_gap_alignment': 1, 'weak blueprint fit': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 8, 'claimed_resolved_with_verification_signal': 2}\nQuality tiers: {'high_confidence': 4, 'weak_supervision': 4, 'assumption_check': 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/uuuu790/ManorLordsMP", "source_id": "graph-query-motif_query-a5bc59f17db0e9f8", "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": "uuuu790/ManorLordsMP", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: uuuu790/ManorLordsMP"}, "properties": {"repobilityId": 357063, "scanner": "foundry_dataset", "fingerprint": "efcc8f1103085dd326fc832f366c981293822e40e4da6bc6db54318629cbe3d9", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"keys": ["scanner_context_ambiguous", "scanner_human_confirmed_actionable", "claimed_resolved_with_verification_signal", "generated_provenance", "human_feedback_general", "human_reported_issue_then_verified_fix_attempt", "comment_has_related_commit_context", "ambiguous_needs_more_evidence", "tp_candidate:integrity", "blueprint_human_gap_alignment", "thread_has_human_issue_and_fix_context", "tp_candidate:frontend-quality", "weak blueprint fit", "issue_or_pull_request_thread", "deployment_env_gap", "data_schema_persistence", "runtime_failure", "dependency_or_build", "bug_fix", "verification_or_tests", "tp_candidate:no-ci-cd-pipelines-detected", "tp_candidate:provenance", "partial blueprint fit"], "count": 23, "_omitted": "large_dict"}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 6, "claimed_resolved_with_verification_signal": 10}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 154, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 6, "thread_has_comment": 6, "alignment_uses_comment": 22, "alignment_uses_finding": 22, "chain_has_link_quality": 30, "comment_aligns_finding": 22, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 6, "comment_chain_links_commit": 30, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 6}, "node_count": 85, "node_types": {"repo": 1, "commit": 7, "thread": 1, "comment": 6, "alignment": 22, "fix_outcome": 1, "issue_chain": 1, "link_quality": 30, "comment_chain": 6, "scanner_finding": 7, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "uuuu790/ManorLordsMP#15", "issue_number": "15", "quality_tiers": {"high_confidence": 8, "assumption_check": 3, "weak_supervision": 19}, "repo_full_name": "uuuu790/ManorLordsMP", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-de4dfcd5e8f0cadd", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: uuuu790/ManorLordsMP\nThread: uuuu790/ManorLordsMP#15\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: uuuu790/ManorLordsMP\nThread: uuuu790/ManorLordsMP#15\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: uuuu790/ManorLordsMP#15\nRepo: uuuu790/ManorLordsMP\nIssue/PR number: 15\nGraph consistency label: supported_by_verification_signal\nNodes: 85\nEdges: 154\nNode types: {'link_quality': 30, 'alignment': 22, 'commit': 7, 'scanner_finding': 7, 'comment': 6, 'comment_chain': 6, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 30, 'chain_has_link_quality': 30, 'alignment_uses_comment': 22, 'alignment_uses_finding': 22, 'comment_aligns_finding': 22, 'thread_has_comment': 6, 'thread_has_comment_chain': 6, 'comment_has_chain': 6, 'issue_chain_has_comment_chain': 6, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'scanner_context_ambiguous': 12, 'scanner_human_confirmed_actionable': 7, 'claimed_resolved_with_verification_signal': 5, 'generated_provenance': 4, 'human_feedback_general': 3, 'human_reported_issue_then_verified_fix_attempt': 3, 'comment_has_related_commit_context': 3, 'ambiguous_needs_more_evidence': 3, 'tp_candidate:integrity': 3, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'tp_candidate:frontend-quality': 2, 'weak blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'deployment_env_gap': 1, 'data_schema_persistence': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 10, 'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 19, 'high_confidence': 8, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/uuuu790/ManorLordsMP", "source_id": "graph-query-motif_query-d0fb7bbf87b3fcbf", "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": "uuuu790/ManorLordsMP", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: uuuu790/ManorLordsMP"}, "properties": {"repobilityId": 357062, "scanner": "foundry_dataset", "fingerprint": "93227b321e1b4d5ee23b917d88045791d9fdd902246373f7aaf297a2662a31a2", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"keys": ["scanner_human_confirmed_actionable", "claimed_resolved_with_verification_signal", "human_reported_issue_then_verified_fix_attempt", "deployment_env_gap", "ui_workflow", "thread_has_human_issue_and_fix_context", "tp_candidate:frontend-quality", "issue_or_pull_request_thread", "ui_workflow_gap", "verification_or_tests", "bug_fix", "dependency_or_build", "generated_provenance", "tp_candidate:no-ci-cd-pipelines-detected", "tp_candidate:provenance", "tp_candidate:no-frontend-routes-components-detected", "blueprint_human_gap_alignment", "weak blueprint fit"], "count": 18, "_omitted": "large_dict"}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 10}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 84, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 3, "thread_has_comment": 3, "alignment_uses_comment": 12, "alignment_uses_finding": 12, "chain_has_link_quality": 17, "comment_aligns_finding": 12, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 3, "comment_chain_links_commit": 15, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 3}, "node_count": 51, "node_types": {"repo": 1, "commit": 6, "thread": 1, "comment": 3, "alignment": 12, "fix_outcome": 1, "issue_chain": 1, "link_quality": 17, "comment_chain": 3, "scanner_finding": 5, "blueprint_finding": 1}, "query_type": "motif_query", "thread_key": "uuuu790/ManorLordsMP#11", "issue_number": "11", "quality_tiers": {"high_confidence": 5, "assumption_check": 1, "weak_supervision": 11}, "repo_full_name": "uuuu790/ManorLordsMP", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-e008049fe7579dad", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: uuuu790/ManorLordsMP\nThread: uuuu790/ManorLordsMP#11\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: uuuu790/ManorLordsMP\nThread: uuuu790/ManorLordsMP#11\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: uuuu790/ManorLordsMP#11\nRepo: uuuu790/ManorLordsMP\nIssue/PR number: 11\nGraph consistency label: supported_by_verification_signal\nNodes: 51\nEdges: 84\nNode types: {'link_quality': 17, 'alignment': 12, 'commit': 6, 'scanner_finding': 5, 'comment': 3, 'comment_chain': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1, 'blueprint_finding': 1}\nEdge types: {'chain_has_link_quality': 17, 'comment_chain_links_commit': 15, 'alignment_uses_comment': 12, 'alignment_uses_finding': 12, 'comment_aligns_finding': 12, 'thread_has_comment': 3, 'thread_has_comment_chain': 3, 'comment_has_chain': 3, 'issue_chain_has_comment_chain': 3, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'scanner_human_confirmed_actionable': 11, 'claimed_resolved_with_verification_signal': 5, 'human_reported_issue_then_verified_fix_attempt': 3, 'deployment_env_gap': 2, 'ui_workflow': 2, 'thread_has_human_issue_and_fix_context': 2, 'tp_candidate:frontend-quality': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'verification_or_tests': 1, 'bug_fix': 1, 'dependency_or_build': 1, 'generated_provenance': 1, 'tp_candidate:no-ci-cd-pipelines-detected': 1, 'tp_candidate:provenance': 1, 'tp_candidate:no-frontend-routes-components-detected': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 10}\nQuality tiers: {'weak_supervision': 11, 'high_confidence': 5, 'assumption_check': 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/uuuu790/ManorLordsMP", "source_id": "graph-query-motif_query-d7f5970b6a3aebbb", "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": "uuuu790/ManorLordsMP", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: uuuu790/ManorLordsMP"}, "properties": {"repobilityId": 313424, "scanner": "foundry_dataset", "fingerprint": "b73423018a1eac5912eaa5a4ec8a9beaa76ae3737a6eb347998245e8bb5f7e74", "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": "uuuu790/ManorLordsMP#9", "human_labels": ["human_feedback_general", "ui_workflow_gap"], "issue_number": "9", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.9, "repo_full_name": "uuuu790/ManorLordsMP", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-339ae18364e98b92", "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": 15, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: uuuu790/ManorLordsMP\nThread: uuuu790/ManorLordsMP#9\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_high_confidence\nChain evidence:\nIssue/PR evidence chain: uuuu790/ManorLordsMP#9\nRepo: uuuu790/ManorLordsMP\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 3\nLinked commit count: 15\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 2, 'ui_workflow_gap': 1}\nPolarities: {'neutral': 2, 'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-de066d4753513bdf\",\n    \"kind\": \"issue_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/uuuu790/ManorLordsMP/issues/9\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_body\\nRepo: uuuu790/ManorLordsMP\\nAuthor: uuuu790 (User)\\nURL: https://github.com/uuuu790/ManorLordsMP/issues/9\\nTitle: Structured writes: applying TArray/TMap state (inventories, residents) on the peer\\nBody:\\nSplit from #3 (the trade/policy/tax action half shipped in ce2a7b6).\\n\\nReflection READS of array/map state work fine (inventories, residents, taxRates map...). APPLYING them cleanly on the peer is unsolved:\\n\\n- C++ side: `FScriptArrayHelper` resize links against `FMemoryImageAllocatorBase::ResizeAllocation`, which UE4SS does not export -> array GROWTH is blocked (in-place element writes work, see the Phase 6 tradeRules fallback).\\n- Game-side derived state: raw value mirroring does not trigger recalculation (the `numActiveWorkerFamilies` lesson) - the right shape is usually a game UFunction replay, which is exactly how Phase 6 sidestepped `taxRates` (a MapProperty) via `changeTaxRate`.\\n\\nCandidates worth probing for UFunction entry points before attempting raw writes: `targetInventory` (per-good target stock - `changeTargetInventory(int,int)` already decompiled, just needs the detection half), `tradeRouteLevels` (`u\"\n  },\n  {\n    \"id\": \"github-feedback-comment-d6e530ffda93fa40\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/uuuu790/ManorLordsMP/issues/9#issuecomment-4686727594\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: uuuu790/ManorLordsMP\\nAuthor: uuuu790 (User)\\nURL: https://github.com/uuuu790/ManorLordsMP/issues/9#issuecomment-4686727594\\nTitle: \\nBody:\\nProgress in d01c573 (v2.13): the two decompiled-and-ready candidates are now synced, both dual-instance bidirectional E2E verified -\\n\\n- **Per-good target stock** - `changeTargetInventory(int itemID, int target)`, detected via the `targetInventory` array (unset sentinel is `-1`;\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/uuuu790/ManorLordsMP", "source_id": "comment-chain-pattern-assumption_checks-5bd17c817808cc2e", "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": "uuuu790/ManorLordsMP", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: uuuu790/ManorLordsMP"}, "properties": {"repobilityId": 313423, "scanner": "foundry_dataset", "fingerprint": "82cb5d950aa2e851fb10f333c67da474d9d2a295843bbfc6ec66c5a461dbe171", "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": "uuuu790/ManorLordsMP#7", "human_labels": ["human_feedback_general", "positive_human_signal"], "issue_number": "7", "thread_label": "thread_has_positive_feedback", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.9, "repo_full_name": "uuuu790/ManorLordsMP", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-8c2f4a0921fd868b", "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": 14, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: uuuu790/ManorLordsMP\nThread: uuuu790/ManorLordsMP#7\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_positive_feedback\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: uuuu790/ManorLordsMP#7\nRepo: uuuu790/ManorLordsMP\nThread label: thread_has_positive_feedback\nOutcome: ambiguous_needs_more_evidence\nComment count: 3\nLinked commit count: 14\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 2, 'positive_human_signal': 1}\nPolarities: {'neutral': 2, 'good': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-18dabca136eb884d\",\n    \"kind\": \"issue_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/uuuu790/ManorLordsMP/issues/7\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_body\\nRepo: uuuu790/ManorLordsMP\\nAuthor: uuuu790 (User)\\nURL: https://github.com/uuuu790/ManorLordsMP/issues/7\\nTitle: Research: real-time villager (crowd-sim) sync\\nBody:\\nThe hard wall. Villagers are not actors \u2014 families exist as IDs in building/region arrays, individual villagers live inside the crowd sim. The current design deliberately treats them as local decoration (each side runs its own sim; only decisions mirror).\\n\\nMirroring villagers live would need either deterministic lockstep of the crowd sim (RimWorld-class problem) or a presentation-layer sync nobody has designed yet. Filed for visibility; expect research, not a weekend PR.\"\n  },\n  {\n    \"id\": \"github-feedback-comment-bcb5afa1524bf351\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"positive_human_signal\",\n    \"polarity\": \"good\",\n    \"url\": \"https://github.com/uuuu790/ManorLordsMP/issues/7#issuecomment-4699255988\",\n    \"text\": \"GitHub feedback: positive_human_signal\\nPolarity: good\\nKind: issue_comment\\nRepo: uuuu790/ManorLordsMP\\nAuthor: uuuu790 (User)\\nURL: https://github.com/uuuu790/ManorLordsMP/issues/7#issuecomment-4699255988\\nTitle: \\nBody:\\nRe-probed this in a live town (autosave, ~150 buildings, full population) with a full UObject class inventory (6378 classes). Findings sharpen the picture \u2014 it's **not a flat 'impossible', it's tiered**:\\n\\n**Confirmed: villagers are Mass entities, not per-villager UObjects.** No `BP_Villager`/`Person`/`Citizen` class exists. The population is the UE5 Mass framework: `MassEntitySubsystem`, `MassAgentSubsystem`, `MassSpawnerSubsystem`, `MassSimulationSubsystem`, `MassReplicationSubsystem`, `CrowdManager`, `MassCharacterMovement*Translator`, etc. So the villager **sim** (needs/jobs/pathing) is Mass C++ internals \u2014 not reflection-reachable, and full deterministic sim sync stays the hard wall (volume + determinism, RimWorld-class).\\n\\n**But the villager VISUAL layer IS reflection-reacha\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/uuuu790/ManorLordsMP", "source_id": "comment-chain-pattern-assumption_checks-32ae9235bf7cd031", "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": "uuuu790/ManorLordsMP", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: uuuu790/ManorLordsMP"}, "properties": {"repobilityId": 313422, "scanner": "foundry_dataset", "fingerprint": "ec085359463537b8753d3cd549d20306cf8163139abaca5b6ac3752de5a848f7", "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": "uuuu790/ManorLordsMP#6", "human_labels": ["human_feedback_general", "runtime_failure"], "issue_number": "6", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.9, "repo_full_name": "uuuu790/ManorLordsMP", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-26cb14784eff9c2a", "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": 10, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence", "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: uuuu790/ManorLordsMP\nThread: uuuu790/ManorLordsMP#6\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_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: uuuu790/ManorLordsMP#6\nRepo: uuuu790/ManorLordsMP\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 2\nLinked commit count: 10\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1, 'runtime_failure': 1}\nPolarities: {'neutral': 1, 'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-64cfcbb3c1828b78\",\n    \"kind\": \"issue_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/uuuu790/ManorLordsMP/issues/6\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_body\\nRepo: uuuu790/ManorLordsMP\\nAuthor: uuuu790 (User)\\nURL: https://github.com/uuuu790/ManorLordsMP/issues/6\\nTitle: Long-session determinism soak\\nBody:\\nSlow-changing state survives the local sim (\u226545 s verified) and anti-entropy reconverges drift, but nobody has played for hours. Wanted: a multi-hour two-instance session measuring drift over time (building/region property divergence between host and guest), to tune the anti-entropy interval and find state classes that drift apart faster than they reconverge.\"\n  },\n  {\n    \"id\": \"github-feedback-comment-af30d653e1d7be0e\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"runtime_failure\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/uuuu790/ManorLordsMP/issues/6#issuecomment-4687508120\",\n    \"text\": \"GitHub feedback: runtime_failure\\nPolarity: bad\\nKind: issue_comment\\nRepo: uuuu790/ManorLordsMP\\nAuthor: uuuu790 (User)\\nURL: https://github.com/uuuu790/ManorLordsMP/issues/6#issuecomment-4687508120\\nTitle: \\nBody:\\nFirst long-session soak completed; closing with data. (Cut at ~2 h 05 m of a planned 3 h - the machine was needed - but the question this issue asked is answered.)\\n\\n**Setup**: two live instances on one machine (per-TEMP isolation, real TCP loopback), paired via the production auto-JOIN flow, fully unattended. Region econ scalars sampled on BOTH sides every 10 minutes (`supplies_food/wood`, `regionalWealth`, `Approval`, `publicOrder`, `marketAtt`, `expenses`).\\n\\n**Results**:\\n- **Zero scalar drift: 84/84 field-samples identical across the two sims** over 2 h, through non-trivial dynamics (wood consumption, wealth 25->109, approval 72->77, a publicOrder 100->90 event) - the diff sync + host anti-entropy (322 rebroadcasts, ~21 s cadence) held both live sims in lockstep. Both sims provably RUNNING (values progressing on the unfocused instance too).\\n- **Zero crashes**, both instance\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/uuuu790/ManorLordsMP", "source_id": "comment-chain-pattern-assumption_checks-649b59be66f5f7c0", "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": "uuuu790/ManorLordsMP", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: uuuu790/ManorLordsMP"}, "properties": {"repobilityId": 313421, "scanner": "foundry_dataset", "fingerprint": "57e5564eded9942038834a604ea5c3f9ca285890aa998d017cb12ff7857c490c", "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": "uuuu790/ManorLordsMP#5", "human_labels": ["human_feedback_general"], "issue_number": "5", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.892, "repo_full_name": "uuuu790/ManorLordsMP", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-41b1086effe4398a", "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": 5, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: uuuu790/ManorLordsMP\nThread: uuuu790/ManorLordsMP#5\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: uuuu790/ManorLordsMP#5\nRepo: uuuu790/ManorLordsMP\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 5\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1}\nPolarities: {'neutral': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-13b9f33e61d5c626\",\n    \"kind\": \"issue_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/uuuu790/ManorLordsMP/issues/5\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_body\\nRepo: uuuu790/ManorLordsMP\\nAuthor: uuuu790 (User)\\nURL: https://github.com/uuuu790/ManorLordsMP/issues/5\\nTitle: Army order replay (Phase 4b): needs native-level reverse engineering\\nBody:\\nArmy sync today is positional convergence only (opt-in beta): mustered squads' unit-centers broadcast every 5 s, the peer teleports its matching squad. Both sides must muster manually.\\n\\nReplaying the actual **orders** is blocked: every Lua-visible entry point is dead \u2014 RMB move is inlined native, `rallySquads`/`formALineArmy` marshalling fails (and corrupts the militia state machine), writing the sim's path data gets overwritten every tick, and per-villager mobilization is native too (full notes in `docs/`, reference: army movement). Getting further means Ghidra-level work on the shipping binary. If that's your thing, this is the most interesting open problem in the project.\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-20f9209a44dd7602\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: uuuu790/ManorLordsMP\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: {\"architecture_data_consistency_gap\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/uuuu790/ManorLordsMP", "source_id": "comment-chain-pattern-assumption_checks-6f5fbb858dbc3ae5", "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": "uuuu790/ManorLordsMP", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: uuuu790/ManorLordsMP"}, "properties": {"repobilityId": 313420, "scanner": "foundry_dataset", "fingerprint": "136dbe8e5bf99adec21fc23ffc122a809e5bb7dab0d9979883cae20d768d1ca9", "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": "uuuu790/ManorLordsMP#4", "human_labels": ["human_feedback_general", "ui_workflow_gap"], "issue_number": "4", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.8, "repo_full_name": "uuuu790/ManorLordsMP", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-9b7535865821a184", "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": 12, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: uuuu790/ManorLordsMP\nThread: uuuu790/ManorLordsMP#4\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_high_confidence\nChain evidence:\nIssue/PR evidence chain: uuuu790/ManorLordsMP#4\nRepo: uuuu790/ManorLordsMP\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 3\nLinked commit count: 12\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'ui_workflow_gap': 1, 'human_feedback_general': 2}\nPolarities: {'bad': 1, 'neutral': 2}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-f67ff094b35e390a\",\n    \"kind\": \"issue_body\",\n    \"label\": \"ui_workflow_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/uuuu790/ManorLordsMP/issues/4\",\n    \"text\": \"GitHub feedback: ui_workflow_gap\\nPolarity: bad\\nKind: issue_body\\nRepo: uuuu790/ManorLordsMP\\nAuthor: uuuu790 (User)\\nURL: https://github.com/uuuu790/ManorLordsMP/issues/4\\nTitle: Conflict handling & UX: surface sync state in-game\\nBody:\\nTwo players editing the same thing in the same ~2s window resolves by last-writer-wins + periodic anti-entropy (host arbitration). Functionally fine, but invisible: the losing player just sees their change snap back.\\n\\nWanted: in-game feedback (the HUD/action-feed machinery in `MLMP_Sync` already exists) for conflicts, pairing state, helper status, and peer connection health.\"\n  },\n  {\n    \"id\": \"github-feedback-comment-a3e9d2ea8b5c3fa9\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/uuuu790/ManorLordsMP/issues/4#issuecomment-4682482357\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: uuuu790/ManorLordsMP\\nAuthor: uuuu790 (User)\\nURL: https://github.com/uuuu790/ManorLordsMP/issues/4#issuecomment-4682482357\\nTitle: \\nBody:\\nProgress in 8417636 \u2014 the \\\"surface sync state\\\" half is implemented (Lua-only, no C++ rebuild needed):\\n\\n**Shipped**\\n- **Pairing transitions flash on the HUD action feed.** The economy-sync gate (`paired.txt`) was log-only; now `>>> Worlds PAIRED - economy sync live <<<` / `>>> UNPAIRED - sync locked until the next JOIN <<<` appear in-game on the actual transition (change-gated, no spam from the re-ack path).\\n- **Connection-health watcher** (1 Hz, driven by the helper''s `helper_status_<role>.json`):\\n  - helper process death -> `!!! Helper process DIED - reopen HOST or JOIN !!!`\\n  - peer count up -> `>>> Friend CONNECTED <<<` (runs at the menu too \u2014 the friend usually connects before the host loads a world; the 15 s action window carries the flash onto the HUD)\\n  - peer count down while a session is live -> `!!! Friend DISCONNECTED - changes stop syncing !!!`\\n  - sta\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/uuuu790/ManorLordsMP", "source_id": "comment-chain-pattern-assumption_checks-2e25c2f33365d826", "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": "uuuu790/ManorLordsMP", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: uuuu790/ManorLordsMP"}, "properties": {"repobilityId": 313419, "scanner": "foundry_dataset", "fingerprint": "38c3f02c963b73611c6f575f920aab02c88bf013cb4856943d1730c794d51d98", "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": "uuuu790/ManorLordsMP#3", "human_labels": ["human_feedback_general", "runtime_failure"], "issue_number": "3", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.9, "repo_full_name": "uuuu790/ManorLordsMP", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-d03728b51ad4fa48", "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": 9, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence", "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: uuuu790/ManorLordsMP\nThread: uuuu790/ManorLordsMP#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_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: uuuu790/ManorLordsMP#3\nRepo: uuuu790/ManorLordsMP\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 2\nLinked commit count: 9\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 1, 'runtime_failure': 1}\nPolarities: {'neutral': 1, 'bad': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-431a2e3cb17111ec\",\n    \"kind\": \"issue_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/uuuu790/ManorLordsMP/issues/3\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_body\\nRepo: uuuu790/ManorLordsMP\\nAuthor: uuuu790 (User)\\nURL: https://github.com/uuuu790/ManorLordsMP/issues/3\\nTitle: Wider decision coverage: trade/policy/tax actions + structured array/map writes\\nBody:\\nToday the decision layer syncs building placement, demolish/upgrade, worker assignment, and scalar building/region properties (C++ diff sync). Missing:\\n\\n- Trade, policy and tax **actions** beyond raw property mirroring (find the UFunctions, replay like the worker path \u2014 see `docs/superpowers/` for how previous phases were attacked).\\n- **Structured writes**: TArray/TMap state (inventories, residents) reads fine via reflection but applying it cleanly on the peer is unsolved.\"\n  },\n  {\n    \"id\": \"github-feedback-comment-66005f40ff468004\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"runtime_failure\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/uuuu790/ManorLordsMP/issues/3#issuecomment-4686656169\",\n    \"text\": \"GitHub feedback: runtime_failure\\nPolarity: bad\\nKind: issue_comment\\nRepo: uuuu790/ManorLordsMP\\nAuthor: uuuu790 (User)\\nURL: https://github.com/uuuu790/ManorLordsMP/issues/3#issuecomment-4686656169\\nTitle: \\nBody:\\nThe trade/policy/tax action half shipped in ce2a7b6 and is dual-instance E2E verified; the structured-writes half is split out to #9. Closing.\\n\\n**What ships (Phase 6, v2.12):**\\n- Entry points found by CUE4Parse static decompilation of the in-game widgets - all three decision families commit through native `ARegion` UFunctions: `changeTaxRate(FName taxType, int)` (7 types: land/merc/citizen/trade/mill/tithe/war), `setPolicySigned(int policyID, bool)`, `changeTradeRule(int itemID, ETradeRule)`.\\n- Detection = 4s diff-poll over PLAYER-owned regions (`Region.ownerPawn` class contains `MyPawnCPP`; AI lords filtered exactly like buildings), matched cross-instance by `regionUniqueTag`. Hooks were rejected on the Phase 5\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/uuuu790/ManorLordsMP", "source_id": "comment-chain-pattern-assumption_checks-a49a7166be143b90", "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": "uuuu790/ManorLordsMP", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: uuuu790/ManorLordsMP"}, "properties": {"repobilityId": 313418, "scanner": "foundry_dataset", "fingerprint": "65a92e9f33b6b97c2d8a6a81a8d2f6cf8c5d48e9d8289f748a82971810f22ab1", "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": "uuuu790/ManorLordsMP#14", "human_labels": ["deployment_env_gap", "positive_human_signal"], "issue_number": "14", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "claimed_resolved_unverified", "source_backed": true, "max_confidence": 0.9, "repo_full_name": "uuuu790/ManorLordsMP", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-7787fa700c9aced3", "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": 10, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence", "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: uuuu790/ManorLordsMP\nThread: uuuu790/ManorLordsMP#14\nOutcome: claimed_resolved_unverified\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: uuuu790/ManorLordsMP#14\nRepo: uuuu790/ManorLordsMP\nThread label: thread_has_human_issue_and_fix_context\nOutcome: claimed_resolved_unverified\nComment count: 2\nLinked commit count: 10\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'deployment_env_gap': 1, 'positive_human_signal': 1}\nPolarities: {'bad': 1, 'good': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-57f9041ce1c1d329\",\n    \"kind\": \"issue_body\",\n    \"label\": \"deployment_env_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/uuuu790/ManorLordsMP/issues/14\",\n    \"text\": \"GitHub feedback: deployment_env_gap\\nPolarity: bad\\nKind: issue_body\\nRepo: uuuu790/ManorLordsMP\\nAuthor: uuuu790 (User)\\nURL: https://github.com/uuuu790/ManorLordsMP/issues/14\\nTitle: Field crop rotation (cropType2 / cropType3) is unsynced \u2014 EnumProperty is skipped by the C++ FNumericProperty filter, so the two players' farms grow different crops\\nBody:\\nFound by an autonomous sync-gap audit (spike `fieldProbe`: building `Data.bType` census + crop-looking prop scan). The field-management props live on the `SMBuildingMaster` base (every building has them; only field buildings use them). Most are already covered \u2014 `fieldOperationMode`, `bRotateCrops` (Bool), `forceHarvest` (Bool), `field_sowingPerc`/`field_*Perc`, `field_numSown`, \u2026 are `IntProperty`/`FloatProperty`/`BoolProperty`, all synced by the C++ core. **But the crop choice itself is not:**\\n\\n- `.cropType2 : EnumProperty`\\n- `.cropType3 : EnumProperty`\\n\\n**Code-verified gap:** the C++ core syncs **only** `FNumericProperty` (`dllmain.cpp` gates every export/import/enumerate on `p->IsA<FNumericProperty>()` \u2014 165/183/219/244, and `SafeEnumNumericProps` at 213; there is **no** `FEnumProperty`/`FByteProperty` handling). In UE5 `FEnumProperty\"\n  },\n  {\n    \"id\": \"github-feedback-comment-937be849033129ba\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"positive_human_signal\",\n    \"polarity\": \"good\",\n    \"url\": \"https://github.com/uuuu790/ManorLordsMP/issues/14#issuecomment-4701796066\",\n    \"text\": \"GitHub feedback: positive_human_signal\\nPolarity: good\\nKind: issue_comment\\nRepo: uuuu790/ManorLordsMP\\nAuthor: uuuu790 (User)\\nURL: https://github.com/uuuu790/ManorLordsMP/issues/14#issuecomment-4701796066\\nTitle: \\nBody:\\n**Confirmed and fixed \u2014 done in one pass.** The spike `cropTest` settled the read/write ground truth on a real field building (`fieldPoints` n>0):\\n- `cropType2`/`cropType3` read as the **underlying int** (the EnumProperty's value).\\n- `setCropType` / `getCropType`\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/uuuu790/ManorLordsMP", "source_id": "comment-chain-pattern-assumption_checks-df4b2ed50f778efa", "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": "uuuu790/ManorLordsMP", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: uuuu790/ManorLordsMP"}, "properties": {"repobilityId": 313417, "scanner": "foundry_dataset", "fingerprint": "f71c714266e33176e036f2879abd20ffccc971bcf7de929ee9c3d7cfa369aeef", "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": "uuuu790/ManorLordsMP#13", "human_labels": ["human_feedback_general", "positive_human_signal"], "issue_number": "13", "thread_label": "thread_has_positive_feedback", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.9, "repo_full_name": "uuuu790/ManorLordsMP", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-0f20d63e977541e5", "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": 15, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: uuuu790/ManorLordsMP\nThread: uuuu790/ManorLordsMP#13\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_positive_feedback\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: uuuu790/ManorLordsMP#13\nRepo: uuuu790/ManorLordsMP\nThread label: thread_has_positive_feedback\nOutcome: ambiguous_needs_more_evidence\nComment count: 3\nLinked commit count: 15\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 2, 'positive_human_signal': 1}\nPolarities: {'neutral': 2, 'good': 1}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-b98f148d973e6249\",\n    \"kind\": \"issue_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/uuuu790/ManorLordsMP/issues/13\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_body\\nRepo: uuuu790/ManorLordsMP\\nAuthor: uuuu790 (User)\\nURL: https://github.com/uuuu790/ManorLordsMP/issues/13\\nTitle: Player-pawn shared resources (influence / development points / King's favour) likely unsynced \u2014 the cost-bypassing region verbs leave the guest's pools too high\\nBody:\\nSurfaced while shipping the region verbs this pass (#11 RTEC, #12 RCLM). Those replays deliberately **bypass the resource cost** so they apply reliably on the guest:\\n- `RTEC` calls `setTech` (flips the tier without spending development points \u2014 confirmed on a tier-0 region).\\n- `RCLM` calls `finalizeClaim(region, false)` with `layClaim(region, false, **false**)` \u2014 `consumeInfluence=false`, so the guest claims without spending influence (confirmed: forces the flip even when `canClaimSomething=false`).\\n\\nThat is correct for *applying the decision*, and it rests on the assumption that **the spent resource converges separately via the scalar sync**. That holds for **regional wealth** (a `BP_Region_C` prop, and `BP_Region_C` is in `SYNC_CLASSES`). It likely does **not** hold for resources stored on the **player pawn**:\\n\\n**Code-verified premi\"\n  },\n  {\n    \"id\": \"github-feedback-comment-e8ffaaabfccbb6b3\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/uuuu790/ManorLordsMP/issues/13#issuecomment-4701682182\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: uuuu790/ManorLordsMP\\nAuthor: uuuu790 (User)\\nURL: https://github.com/uuuu790/ManorLordsMP/issues/13#issuecomment-4701682182\\nTitle: \\nBody:\\n**Confirmed (spike `pawnRes`, dumps the player pawn's numeric props on the autosave).** On `MyPawnCPP_BP3_C`, all plain `IntProperty`:\\n- `.influence` \u2014 the claim currency (RCLM's `consumeInfluence=false` means the guest never pays it). **Real gap.**\\n- `.kingsFavour` \u2014 King's favour (the\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/uuuu790/ManorLordsMP", "source_id": "comment-chain-pattern-assumption_checks-ac7c86e6c76ae091", "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": "uuuu790/ManorLordsMP", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: uuuu790/ManorLordsMP"}, "properties": {"repobilityId": 313416, "scanner": "foundry_dataset", "fingerprint": "5d5c80394b7195ae383511c286788c4ba274c85ba102aaae9f6c6653b75af538", "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": "uuuu790/ManorLordsMP#12", "human_labels": ["human_feedback_general", "ui_workflow_gap"], "issue_number": "12", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.9, "repo_full_name": "uuuu790/ManorLordsMP", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-8956b6ee5a8dfccc", "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": 15, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: uuuu790/ManorLordsMP\nThread: uuuu790/ManorLordsMP#12\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_high_confidence\nChain evidence:\nIssue/PR evidence chain: uuuu790/ManorLordsMP#12\nRepo: uuuu790/ManorLordsMP\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 3\nLinked commit count: 15\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'ui_workflow_gap': 1, 'human_feedback_general': 2}\nPolarities: {'bad': 1, 'neutral': 2}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-750ddf0071a51cd8\",\n    \"kind\": \"issue_body\",\n    \"label\": \"ui_workflow_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/uuuu790/ManorLordsMP/issues/12\",\n    \"text\": \"GitHub feedback: ui_workflow_gap\\nPolarity: bad\\nKind: issue_body\\nRepo: uuuu790/ManorLordsMP\\nAuthor: uuuu790 (User)\\nURL: https://github.com/uuuu790/ManorLordsMP/issues/12\\nTitle: Region claim / ownership sync \u2014 post-join claimed regions may diverge (ownerPawn is an ObjectProperty, outside the numeric sync)\\nBody:\\nThe decision-layer co-op now syncs all **region decisions** for player-owned regions (tax/policy/trade-rule/target-stock/global-trade/trade-route-unlock/development-tree, matched by `regionUniqueTag` and filtered to player-owned via `ownerPawn`). But that filter assumes **region ownership is identical on both ends**. It is \u2014 *at join time* (the host streams its full save, so the guest starts with the same ownership) \u2014 but possibly **not afterward**.\\n\\n**The suspected gap.** When a player **claims a new region** mid-session, that region's `ownerPawn` flips from an AI pawn to `MyPawnCPP_BP3_C`. `ownerPawn` is an **`FObjectProperty`**, and the C++ core syncs **only `FNumericProperty`** (verified: `dllmain.cpp` gates every export/import on `p->IsA<FNumericProperty>()` \u2014 lines 165/183/219/244/287; object refs are never enumerated). So the ownership change does **not** propagate. Con\"\n  },\n  {\n    \"id\": \"github-feedback-comment-353a7c23b983f2c5\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/uuuu790/ManorLordsMP/issues/12#issuecomment-4701494657\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: uuuu790/ManorLordsMP\\nAuthor: uuuu790 (User)\\nURL: https://github.com/uuuu790/ManorLordsMP/issues/12#issuecomment-4701494657\\nTitle: \\nBody:\\n**Triage (spike `fnsdump` on `BP_Region_C` + `MyPawnCPP_BP3_C`, full class chain): the claim mechanic is reflection-reachable \u2014 so this is a clean-verb path, not a #5-class inlined-native problem.**\\n\\nClaim UFunctions found on the player pawn (`PawnCPP` base) and `Region`:\\n- `PawnCPP::lay\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/uuuu790/ManorLordsMP", "source_id": "comment-chain-pattern-assumption_checks-efd5c43fe21f0239", "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": "uuuu790/ManorLordsMP", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: uuuu790/ManorLordsMP"}, "properties": {"repobilityId": 313415, "scanner": "foundry_dataset", "fingerprint": "afae005e1401295d591be05ef7225686ed0170e426661f5a75f997d19932e452", "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": "uuuu790/ManorLordsMP#10", "human_labels": ["human_feedback_general"], "issue_number": "10", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.9, "repo_full_name": "uuuu790/ManorLordsMP", "training_usage": "gold_candidate", "confidence_tier": "high_confidence", "source_chain_id": "evidence-chain-issue_chain-62b548c7814fd560", "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": 18, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_high_confidence"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: uuuu790/ManorLordsMP\nThread: uuuu790/ManorLordsMP#10\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_needs_classification\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_high_confidence\nChain evidence:\nIssue/PR evidence chain: uuuu790/ManorLordsMP#10\nRepo: uuuu790/ManorLordsMP\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 4\nLinked commit count: 18\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 0\nLabels: {'human_feedback_general': 4}\nPolarities: {'neutral': 4}\nChanged file labels: {}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-6aa746bbb7c92124\",\n    \"kind\": \"issue_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/uuuu790/ManorLordsMP/issues/10\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_body\\nRepo: uuuu790/ManorLordsMP\\nAuthor: uuuu790 (User)\\nURL: https://github.com/uuuu790/ManorLordsMP/issues/10\\nTitle: Exclude AI-owned buildings from the C++ econ value-sync (buildPriority ping-pong)\\nBody:\\nFound by the #6 determinism soak: one (likely AI-owned) building''s `buildPriority` oscillated 2<->3 between the two instances for ~19 minutes (123/158 last-writer-wins overwrite cycles, ~8 s period) before self-resolving. The conflict-feedback channel (#8) surfaced it exactly as designed - both sides logged mirrored `CONFLICT` lines for `SMBuildingMaster_2147444821`.\\n\\nMechanism: the C++ econ sync sweeps EVERY `SMBuildingMaster` instance, including AI lords'' towns. Game logic re-asserts `buildPriority` on AI-managed buildings, so when the two sides'' AI disagree, neither write sticks and last-writer-wins ping-pongs until the AIs happen to agree.\\n\\nFix direction: ownership-filter the C++ `exportOnce`/`importOnce` building loop (skip instances whose `ownerPawn` class lacks the `MyPawnCPP` marker - the exact filter the Lua polls already use). This also matches the design doctrine: AI towns are LOCAL sims; syncing t\"\n  },\n  {\n    \"id\": \"github-feedback-comment-5f1f19ed8ca7139e\",\n    \"kind\": \"issue_comment\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/uuuu790/ManorLordsMP/issues/10#issuecomment-4687663558\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_comment\\nRepo: uuuu790/ManorLordsMP\\nAuthor: uuuu790 (User)\\nURL: https://github.com/uuuu790/ManorLordsMP/issues/10#issuecomment-4687663558\\nTitle: \\nBody:\\nCode-ready in 592acac (C++ v0.12), build clean, DLL deployed to the local game + friend-pack.\\n\\n`exportOnce` now skips `SMBuildingMaster` instances whose `ownerPawn` class lacks the `MyPawnCPP` marker (the same player-ownership filter the Lua polls already use), and `importOnce` refuses to write into AI buildings as defence-in-de\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/uuuu790/ManorLordsMP", "source_id": "comment-chain-pattern-assumption_checks-45c7997852ebca00", "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": "uuuu790/ManorLordsMP", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "gold_candidate"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: uuuu790/ManorLordsMP"}, "properties": {"repobilityId": 341379, "scanner": "foundry_dataset", "fingerprint": "6b864b4a2774cb442814bc858057657e753e23009dd7ee171a708a1f363ecc05", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"bug_fix": 2, "runtime_failure": 1, "deployment_env_gap": 1, "verification_or_tests": 4, "tp_candidate:integrity": 3, "tp_candidate:provenance": 1, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "tp_candidate:frontend-quality": 2, "scanner_human_confirmed_actionable": 7, "thread_has_human_issue_and_fix_context": 2, "tp_candidate:no-ci-cd-pipelines-detected": 1, "claimed_resolved_with_verification_signal": 4, "human_reported_issue_then_verified_fix_attempt": 2}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 8}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 55, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "comment_chain_has_ci": 1, "alignment_uses_comment": 7, "alignment_uses_finding": 7, "chain_has_link_quality": 11, "comment_aligns_finding": 7, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 2, "comment_chain_links_commit": 10, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 40, "node_types": {"repo": 1, "commit": 6, "thread": 1, "comment": 2, "alignment": 7, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 11, "comment_chain": 2, "scanner_finding": 7}, "query_type": "motif_query", "thread_key": "uuuu790/ManorLordsMP#1", "issue_number": "1", "quality_tiers": {"high_confidence": 5, "weak_supervision": 6}, "repo_full_name": "uuuu790/ManorLordsMP", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-873686d6b83ebf91", "graph_gold_label": "supported_by_verification_signal", "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: supported_by_verification_signal\nRepo: uuuu790/ManorLordsMP\nThread: uuuu790/ManorLordsMP#1\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: uuuu790/ManorLordsMP\nThread: uuuu790/ManorLordsMP#1\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: uuuu790/ManorLordsMP#1\nRepo: uuuu790/ManorLordsMP\nIssue/PR number: 1\nGraph consistency label: supported_by_verification_signal\nNodes: 40\nEdges: 55\nNode types: {'link_quality': 11, 'alignment': 7, 'scanner_finding': 7, 'commit': 6, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 11, 'comment_chain_links_commit': 10, 'alignment_uses_comment': 7, 'alignment_uses_finding': 7, 'comment_aligns_finding': 7, '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_has_ci': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'scanner_human_confirmed_actionable': 7, 'verification_or_tests': 4, 'claimed_resolved_with_verification_signal': 4, 'tp_candidate:integrity': 3, 'human_reported_issue_then_verified_fix_attempt': 2, 'bug_fix': 2, 'thread_has_human_issue_and_fix_context': 2, 'tp_candidate:frontend-quality': 2, 'issue_or_pull_request_thread': 1, 'deployment_env_gap': 1, 'runtime_failure': 1, 'ci_pending_or_incomplete': 1, 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Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Schema, UI, and API mismatch", "intent": "Assumption-check examples for data-path consistency across layers.", "labels": {"keys": ["scanner_context_ambiguous", "scanner_human_confirmed_actionable", "claimed_resolved_with_verification_signal", "generated_provenance", "human_feedback_general", "human_reported_issue_then_verified_fix_attempt", "comment_has_related_commit_context", "ambiguous_needs_more_evidence", "tp_candidate:integrity", "blueprint_human_gap_alignment", "thread_has_human_issue_and_fix_context", "tp_candidate:frontend-quality", "weak blueprint fit", "issue_or_pull_request_thread", "deployment_env_gap", "data_schema_persistence", "runtime_failure", "dependency_or_build", "bug_fix", "verification_or_tests", "tp_candidate:no-ci-cd-pipelines-detected", "tp_candidate:provenance", "partial blueprint fit"], "count": 23, "_omitted": "large_dict"}, "source": "graph_query_export", "motif_id": "schema_ui_api_mismatch", "outcomes": {"ambiguous_needs_more_evidence": 6, "claimed_resolved_with_verification_signal": 10}, "polarity": "bad", "query_id": "schema_ui_api_mismatch", "severity": "high", "ci_labels": {}, "synthetic": false, "edge_count": 154, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 6, "thread_has_comment": 6, "alignment_uses_comment": 22, "alignment_uses_finding": 22, "chain_has_link_quality": 30, "comment_aligns_finding": 22, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 6, "comment_chain_links_commit": 30, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 6}, "node_count": 85, "node_types": {"repo": 1, "commit": 7, "thread": 1, "comment": 6, "alignment": 22, "fix_outcome": 1, "issue_chain": 1, "link_quality": 30, "comment_chain": 6, "scanner_finding": 7, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "uuuu790/ManorLordsMP#15", "issue_number": "15", 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evidence:\nGitHub issue/PR evidence subgraph\nThread: uuuu790/ManorLordsMP#15\nRepo: uuuu790/ManorLordsMP\nIssue/PR number: 15\nGraph consistency label: supported_by_verification_signal\nNodes: 85\nEdges: 154\nNode types: {'link_quality': 30, 'alignment': 22, 'commit': 7, 'scanner_finding': 7, 'comment': 6, 'comment_chain': 6, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_links_commit': 30, 'chain_has_link_quality': 30, 'alignment_uses_comment': 22, 'alignment_uses_finding': 22, 'comment_aligns_finding': 22, 'thread_has_comment': 6, 'thread_has_comment_chain': 6, 'comment_has_chain': 6, 'issue_chain_has_comment_chain': 6, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'scanner_context_ambiguous': 12, 'scanner_human_confirmed_actionable': 7, 'claimed_resolved_with_verification_signal': 5, 'generated_provenance': 4, 'human_feedback_general': 3, 'human_reported_issue_then_verified_fix_attempt': 3, 'comment_has_related_commit_context': 3, 'ambiguous_needs_more_evidence': 3, 'tp_candidate:integrity': 3, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_and_fix_context': 2, 'tp_candidate:frontend-quality': 2, 'weak blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'deployment_env_gap': 1, 'data_schema_persistence': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 10, 'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'weak_supervision': 19, 'high_confidence': 8, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Create schema-to-API-to-UI consistency tasks with migrations and tests.\n- Teach models to verify persistence, route contracts, and UI state together.\nAssumption checks:\n- Do schema changes have matching API and UI handling?\n- Are migrations and tests present for the data path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/uuuu790/ManorLordsMP", "source_id": "graph-query-motif_query-6efd8cdb21a5d955", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/schema_ui_api_mismatch/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "uuuu790/ManorLordsMP", "source_dataset": "graph_queries/schema_ui_api_mismatch", "training_usage": "assumption_check"}}}, {"ruleId": "scanner-a3d41277390276f7", "level": "note", "message": {"text": "Stray `console.log` in TS/JS \u2014 MLMP_Sync/helper/mlmp-helper.js:46"}, "properties": {"repobilityId": "df7a2aebaf3c8bf6", "scanner": "scanner-primary", "fingerprint": "a3d41277390276f7", "layer": "frontend", "severity": "low", "confidence": 1.0, "tags": ["frontend-quality", "fq.console-leak"]}}, {"ruleId": "scanner-1ec58644a3a2e3df", "level": "note", "message": {"text": "Stray `console.log` in TS/JS \u2014 helper/mlmp-helper.js:46"}, "properties": {"repobilityId": "164076a596f87c3e", "scanner": "scanner-primary", "fingerprint": "1ec58644a3a2e3df", "layer": "frontend", "severity": "low", "confidence": 1.0, "tags": ["frontend-quality", "fq.console-leak"]}}, {"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-ea8f3013f588db25", "level": "note", "message": {"text": "Shallow git history limits provenance confidence"}, "properties": {"repobilityId": "ca968921a3467442", "scanner": "scanner-primary", "fingerprint": "ea8f3013f588db25", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}, {"ruleId": "scanner-595dc6a0210e1230", "level": "none", "message": {"text": "Commented-code block (5 lines) in MLMP_Sync/helper/mlmp-helper.js:240"}, "properties": {"repobilityId": "aca9e85ed4e3798a", "scanner": "scanner-primary", "fingerprint": "595dc6a0210e1230", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-ebf512f753f875f8", "level": "none", "message": {"text": "Commented-code block (6 lines) in tests/wire-protocol.test.js:3"}, "properties": {"repobilityId": "733854e4abfff37a", "scanner": "scanner-primary", "fingerprint": "ebf512f753f875f8", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-b00ba823757b2c38", "level": "none", "message": {"text": "Commented-code block (5 lines) in helper/mlmp-helper.js:240"}, "properties": {"repobilityId": "d1480baf7513f5da", "scanner": "scanner-primary", "fingerprint": "b00ba823757b2c38", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}]}]}