{"version": "2.1.0", "$schema": "https://json.schemastore.org/sarif-2.1.0.json", "runs": [{"tool": {"driver": {"name": "Repobility", "informationUri": "https://repobility.com", "rules": [{"id": "foundry_unresolved_feedback", "name": "Foundry mined unresolved feedback: uhub/awesome-chatgpt", "shortDescription": {"text": "Foundry mined unresolved feedback: uhub/awesome-chatgpt"}, "fullDescription": {"text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: assumption_check\nRepo: uhub/awesome-chatgpt\nThread: uhub/awesome-chatgpt#8\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: uhub/awesome-chatgpt\nThread: uhub/awesome-chatgpt#8\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: uhub/awesome-chatgpt#8\nRepo: uhub/awesome-chatgpt\nIssue/PR number: 8\nGraph consistency label: assumption_check\nNodes: 22\nEdges: 32\nNode types: {'link_quality': 7, 'alignment': 3, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'pr_file': 1, 'issue_chain': 1, "}, "properties": {"scanner": "foundry_dataset", "category": "practices", "severity": "medium", "confidence": 0.7, "cwe": "", "owasp": ""}}, {"id": "foundry_blueprint_gap", "name": "Foundry mined blueprint gap alignment: uhub/awesome-chatgpt", "shortDescription": {"text": "Foundry mined blueprint gap alignment: uhub/awesome-chatgpt"}, "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: assumption_check\nRepo: uhub/awesome-chatgpt\nThread: uhub/awesome-chatgpt#8\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: uhub/awesome-chatgpt\nThread: uhub/awesome-chatgpt#8\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: uhub/awesome-chatgpt#8\nRepo: uhub/awesome-chatgpt\nIssue/PR number: 8\nGraph consistency label: assumption_check\nNodes: 22\nEdges: 32\nNode types: {'link_quality': 7, 'alignment': 3, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'pr_file': 1, 'issue_chain':"}, "properties": {"scanner": "foundry_dataset", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "cwe": "", "owasp": ""}}, {"id": "foundry_assumption_check", "name": "Foundry mined assumption checks: uhub/awesome-chatgpt", "shortDescription": {"text": "Foundry mined assumption checks: uhub/awesome-chatgpt"}, "fullDescription": {"text": "Comment chain pattern product: assumption_checks\nRepo: uhub/awesome-chatgpt\nThread: uhub/awesome-chatgpt#6\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_unresolved\nChain evidence:\nIssue/PR evidence chain: uhub/awesome-chatgpt#6\nRepo: uhub/awesome-chatgpt\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 0\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-bc7d6e198cce523b\",\n    \"kind\": \"issue_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/uhub/awesome-chatgpt/issues/6\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_bod"}, "properties": {"scanner": "foundry_dataset", "category": "practices", "severity": "medium", "confidence": 0.62, "cwe": "", "owasp": ""}}, {"id": "foundry_docs_only_fix", "name": "Foundry mined docs only runtime fix: uhub/awesome-chatgpt", "shortDescription": {"text": "Foundry mined docs only runtime fix: uhub/awesome-chatgpt"}, "fullDescription": {"text": "Graph query export: Docs-only response to runtime or integration issue\nQuery id: docs_only_runtime_fix\nQuery type: motif_query\nIntent: Assumption-check examples where docs or claims are not enough proof.\nMotif: docs_only_runtime_fix\nTraining usage: assumption_check\nGraph gold label: assumption_check\nRepo: uhub/awesome-chatgpt\nThread: uhub/awesome-chatgpt#8\nEvidence:\nGraph motif: Runtime/integration complaint answered mostly with docs or claims\nMotif id: docs_only_runtime_fix\nPolarity: bad\nTraining usage: assumption_check\nSeverity: high\nRepo: uhub/awesome-chatgpt\nThread: uhub/awesome-chatgpt#8\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: uhub/awesome-chatgpt#8\nRepo: uhub/awesome-chatgpt\nIssue/PR number: 8\nGraph consistency label: assumption_check\nNodes: 22\nEdges: 32\nNode types: {'link_quality': 7, 'alignment': 3, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'pr_file': 1, 'issue_chain': 1, 'fix_ou"}, "properties": {"scanner": "foundry_dataset", "category": "practices", "severity": "high", "confidence": 0.8, "cwe": "", "owasp": ""}}, {"id": "foundry_bad_chain", "name": "Foundry mined bad chains: uhub/awesome-chatgpt", "shortDescription": {"text": "Foundry mined bad chains: uhub/awesome-chatgpt"}, "fullDescription": {"text": "Comment chain pattern product: bad_chains\nRepo: uhub/awesome-chatgpt\nThread: uhub/awesome-chatgpt#8\nOutcome: not_resolved_or_not_observed\nThread label: thread_has_human_issue_without_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_unresolved, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: uhub/awesome-chatgpt#8\nRepo: uhub/awesome-chatgpt\nThread label: thread_has_human_issue_without_fix_context\nOutcome: not_resolved_or_not_observed\nComment count: 2\nLinked commit count: 0\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 1\nLabels: {'api_integration_gap': 1, 'human_feedback_general': 1}\nPolarities: {'bad': 1, 'neutral': 1}\nChanged file labels: {'docs_or_claims': 1}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-88b166a861bd1095\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"api_integration_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/uhub/awesome"}, "properties": {"scanner": "foundry_dataset", "category": "practices", "severity": "high", "confidence": 0.84, "cwe": "", "owasp": ""}}, {"id": "foundry_auth_guardrail_gap", "name": "Foundry mined security auth guardrail gaps: uhub/awesome-chatgpt", "shortDescription": {"text": "Foundry mined security auth guardrail gaps: uhub/awesome-chatgpt"}, "fullDescription": {"text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: needs_more_evidence\nRepo: uhub/awesome-chatgpt\nThread: uhub/awesome-chatgpt#7\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: uhub/awesome-chatgpt\nThread: uhub/awesome-chatgpt#7\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: uhub/awesome-chatgpt#7\nRepo: uhub/awesome-chatgpt\nIssue/PR number: 7\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_h"}, "properties": {"scanner": "foundry_dataset", "category": "auth", "severity": "critical", "confidence": 0.78, "cwe": "", "owasp": ""}}, {"id": "scanner-9710c8d059e53154", "name": "No frontend routes/components detected", "shortDescription": {"text": "No frontend routes/components detected"}, "fullDescription": {"text": "No React/Vue/Next routes were found. This is fine for backend-only repos."}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "info", "confidence": 1.0}}, {"id": "scanner-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}}]}}, "automationDetails": {"id": "repobility/21837"}, "properties": {"repository": "uhub/awesome-chatgpt", "repoUrl": "https://github.com/uhub/awesome-chatgpt", "branch": "main"}, "results": [{"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: uhub/awesome-chatgpt"}, "properties": {"repobilityId": 371088, "scanner": "foundry_dataset", "fingerprint": "7039f404db18d92b642a22aa95b7e5f82ea8feea5f6e38f6fbb3ddecf5d713bf", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"docs_or_claims": 1, "weak blueprint fit": 1, "api_integration_gap": 1, "partial blueprint fit": 2, "human_feedback_general": 1, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6, "ambiguous_needs_more_evidence": 2}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 32, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "thread_touches_file": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 7, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 2, "comment_chain_touches_file": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 22, "node_types": {"repo": 1, "thread": 1, "comment": 2, "pr_file": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "uhub/awesome-chatgpt#8", "issue_number": "8", "quality_tiers": {"unresolved": 4, "assumption_check": 3}, "repo_full_name": "uhub/awesome-chatgpt", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-cf20b45374c75a37", "graph_gold_label": "assumption_check", "changed_file_labels": {"docs_or_claims": 5}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: assumption_check\nRepo: uhub/awesome-chatgpt\nThread: uhub/awesome-chatgpt#8\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: uhub/awesome-chatgpt\nThread: uhub/awesome-chatgpt#8\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: uhub/awesome-chatgpt#8\nRepo: uhub/awesome-chatgpt\nIssue/PR number: 8\nGraph consistency label: assumption_check\nNodes: 22\nEdges: 32\nNode types: {'link_quality': 7, 'alignment': 3, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'pr_file': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 7, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'comment_chain_touches_file': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_touches_file': 1, 'thread_has_issue_chain': 1, 'issue_chain_touches_file': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_without_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_feedback_general': 1, 'docs_or_claims': 1, 'human_reported_issue_no_linked_fix': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1, 'weak blueprint fit': 1}\nOutcomes: {'not_resolved_or_not_observed': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'unresolved': 4, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/uhub/awesome-chatgpt", "source_id": "graph-query-motif_query-ac54c1e3a945d6ea", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "uhub/awesome-chatgpt", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: uhub/awesome-chatgpt"}, "properties": {"repobilityId": 371087, "scanner": "foundry_dataset", "fingerprint": "3e6f047d3ac94f4e86e3edc9fd3b8c30f43a403d2fd42777393ecd3c071a93f9", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"security_auth_secret": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "uhub/awesome-chatgpt#7", "issue_number": "7", "quality_tiers": {"unresolved": 3}, "repo_full_name": "uhub/awesome-chatgpt", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-e452c11d6ec18212", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: uhub/awesome-chatgpt\nThread: uhub/awesome-chatgpt#7\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: uhub/awesome-chatgpt\nThread: uhub/awesome-chatgpt#7\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: uhub/awesome-chatgpt#7\nRepo: uhub/awesome-chatgpt\nIssue/PR number: 7\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/uhub/awesome-chatgpt", "source_id": "graph-query-motif_query-00c5a4cef2440b8f", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "uhub/awesome-chatgpt", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: uhub/awesome-chatgpt"}, "properties": {"repobilityId": 371086, "scanner": "foundry_dataset", "fingerprint": "932e249f30906735adaa284450f55db6a16e8e5bb2fc1e1738e06c9723e92b48", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "uhub/awesome-chatgpt#6", "issue_number": "6", "quality_tiers": {"unresolved": 3}, "repo_full_name": "uhub/awesome-chatgpt", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-5b4e1a03785939ee", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: uhub/awesome-chatgpt\nThread: uhub/awesome-chatgpt#6\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: uhub/awesome-chatgpt\nThread: uhub/awesome-chatgpt#6\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: uhub/awesome-chatgpt#6\nRepo: uhub/awesome-chatgpt\nIssue/PR number: 6\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/uhub/awesome-chatgpt", "source_id": "graph-query-motif_query-68c7ba2e2699dea2", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "uhub/awesome-chatgpt", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: uhub/awesome-chatgpt"}, "properties": {"repobilityId": 371085, "scanner": "foundry_dataset", "fingerprint": "0aba7503b18c6ad5120804d9fe9762c2f903a604fdd8f4c03d5a8705725084d9", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"docs_or_claims": 1, "human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 14, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 1, "comment_chain_touches_file": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 10, "node_types": {"repo": 1, "thread": 1, "comment": 1, "pr_file": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "uhub/awesome-chatgpt#5", "issue_number": "5", "quality_tiers": {"unresolved": 3}, "repo_full_name": "uhub/awesome-chatgpt", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-ce406c9d9b0f7822", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {"docs_or_claims": 4}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: uhub/awesome-chatgpt\nThread: uhub/awesome-chatgpt#5\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: uhub/awesome-chatgpt\nThread: uhub/awesome-chatgpt#5\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: uhub/awesome-chatgpt#5\nRepo: uhub/awesome-chatgpt\nIssue/PR number: 5\nGraph consistency label: needs_more_evidence\nNodes: 10\nEdges: 14\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_file': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_touches_file': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_touches_file': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'issue_chain_touches_file': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'docs_or_claims': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/uhub/awesome-chatgpt", "source_id": "graph-query-motif_query-2e8d463afb88cff7", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "uhub/awesome-chatgpt", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: uhub/awesome-chatgpt"}, "properties": {"repobilityId": 371084, "scanner": "foundry_dataset", "fingerprint": "ea5a6bc6bb15f4478347880ce7cc9dea6adffd15bd238a16fbbbb5047267f1ad", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "uhub/awesome-chatgpt#4", "issue_number": "4", "quality_tiers": {"unresolved": 3}, "repo_full_name": "uhub/awesome-chatgpt", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-723344778fe5769f", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: uhub/awesome-chatgpt\nThread: uhub/awesome-chatgpt#4\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: uhub/awesome-chatgpt\nThread: uhub/awesome-chatgpt#4\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: uhub/awesome-chatgpt#4\nRepo: uhub/awesome-chatgpt\nIssue/PR number: 4\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/uhub/awesome-chatgpt", "source_id": "graph-query-motif_query-e12aa6124ec2786c", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "uhub/awesome-chatgpt", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: uhub/awesome-chatgpt"}, "properties": {"repobilityId": 371083, "scanner": "foundry_dataset", "fingerprint": "74ef6f941f8e4fbe14d650712d04ab74f39f5ceaf7ebfeab92124baa51de1105", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"agent_instruction_gap": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "uhub/awesome-chatgpt#3", "issue_number": "3", "quality_tiers": {"unresolved": 3}, "repo_full_name": "uhub/awesome-chatgpt", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-3cb276b83f24ec1b", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: uhub/awesome-chatgpt\nThread: uhub/awesome-chatgpt#3\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: uhub/awesome-chatgpt\nThread: uhub/awesome-chatgpt#3\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: uhub/awesome-chatgpt#3\nRepo: uhub/awesome-chatgpt\nIssue/PR number: 3\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'agent_instruction_gap': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/uhub/awesome-chatgpt", "source_id": "graph-query-motif_query-d7d590076f4216d6", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "uhub/awesome-chatgpt", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: uhub/awesome-chatgpt"}, "properties": {"repobilityId": 371082, "scanner": "foundry_dataset", "fingerprint": "f8071806c40d0056d7c77368e612b58470cbbd867c4f190ea99380baba637e2b", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "uhub/awesome-chatgpt#2", "issue_number": "2", "quality_tiers": {"unresolved": 3}, "repo_full_name": "uhub/awesome-chatgpt", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-bb26e6d8f2636f89", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: uhub/awesome-chatgpt\nThread: uhub/awesome-chatgpt#2\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: uhub/awesome-chatgpt\nThread: uhub/awesome-chatgpt#2\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: uhub/awesome-chatgpt#2\nRepo: uhub/awesome-chatgpt\nIssue/PR number: 2\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/uhub/awesome-chatgpt", "source_id": "graph-query-motif_query-cd8e9af313cc9b01", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "uhub/awesome-chatgpt", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: uhub/awesome-chatgpt"}, "properties": {"repobilityId": 371081, "scanner": "foundry_dataset", "fingerprint": "56706cea67c7775ef003775e86f2358df9c503b4d2175d63c761780578eae4b5", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "uhub/awesome-chatgpt#11", "issue_number": "11", "quality_tiers": {"unresolved": 3}, "repo_full_name": "uhub/awesome-chatgpt", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-62e5147449eb7d21", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: uhub/awesome-chatgpt\nThread: uhub/awesome-chatgpt#11\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: uhub/awesome-chatgpt\nThread: uhub/awesome-chatgpt#11\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: uhub/awesome-chatgpt#11\nRepo: uhub/awesome-chatgpt\nIssue/PR number: 11\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/uhub/awesome-chatgpt", "source_id": "graph-query-motif_query-6223c1b248534e9e", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "uhub/awesome-chatgpt", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: uhub/awesome-chatgpt"}, "properties": {"repobilityId": 371080, "scanner": "foundry_dataset", "fingerprint": "9917b7b95bf80c3909cffa65119fb552fe2c6573d795e4ef889b4c54d52c13c7", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"docs_or_claims": 1, "positive_human_signal": 1, "human_feedback_general": 1, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "thread_has_positive_feedback": 2, "ambiguous_needs_more_evidence": 3, "positive_feedback_no_linked_change": 1, "human_positive_or_acceptance_signal": 1}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6, "human_positive_or_acceptance_signal": 2}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 20, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "thread_touches_file": 1, "chain_has_link_quality": 4, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 2, "comment_chain_touches_file": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 13, "node_types": {"repo": 1, "thread": 1, "comment": 2, "pr_file": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 4, "comment_chain": 2}, "query_type": "motif_query", "thread_key": "uhub/awesome-chatgpt#10", "issue_number": "10", "quality_tiers": {"unresolved": 4}, "repo_full_name": "uhub/awesome-chatgpt", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-5a71a94b3fd58a53", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {"docs_or_claims": 5}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: uhub/awesome-chatgpt\nThread: uhub/awesome-chatgpt#10\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: uhub/awesome-chatgpt\nThread: uhub/awesome-chatgpt#10\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: uhub/awesome-chatgpt#10\nRepo: uhub/awesome-chatgpt\nIssue/PR number: 10\nGraph consistency label: needs_more_evidence\nNodes: 13\nEdges: 20\nNode types: {'link_quality': 4, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'pr_file': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 4, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'comment_chain_touches_file': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_touches_file': 1, 'thread_has_issue_chain': 1, 'issue_chain_touches_file': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_has_positive_feedback': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'positive_human_signal': 1, 'docs_or_claims': 1, 'unlinked_human_feedback': 1, 'positive_feedback_no_linked_change': 1, 'human_positive_or_acceptance_signal': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6, 'human_positive_or_acceptance_signal': 2}\nQuality tiers: {'unresolved': 4}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/uhub/awesome-chatgpt", "source_id": "graph-query-motif_query-7c1d5b64b69b7216", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "uhub/awesome-chatgpt", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_unresolved_feedback", "level": "warning", "message": {"text": "Foundry mined unresolved feedback: uhub/awesome-chatgpt"}, "properties": {"repobilityId": 371079, "scanner": "foundry_dataset", "fingerprint": "3ff1dd2d6e97b1e372b1302494e11f0cb7266d97ef21e519921dad5e246ccf0b", "category": "practices", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback without linked fix evidence", "intent": "Negative/unresolved examples that should not be hallucinated into fixes.", "labels": {"human_feedback_general": 1, "unlinked_human_feedback": 1, "thread_needs_classification": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 3}, "source": "graph_query_export", "motif_id": "unlinked_feedback_needs_evidence", "outcomes": {"ambiguous_needs_more_evidence": 6}, "polarity": "bad", "query_id": "unresolved_feedback", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "uhub/awesome-chatgpt#1", "issue_number": "1", "quality_tiers": {"unresolved": 3}, "repo_full_name": "uhub/awesome-chatgpt", "training_usage": "negative_or_unresolved", "source_motif_id": "graph-pattern-motif-thread-f1723b09f3c40bdc", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Human feedback without linked fix evidence\nQuery id: unresolved_feedback\nQuery type: motif_query\nIntent: Negative/unresolved examples that should not be hallucinated into fixes.\nMotif: unlinked_feedback_needs_evidence\nTraining usage: negative_or_unresolved\nGraph gold label: needs_more_evidence\nRepo: uhub/awesome-chatgpt\nThread: uhub/awesome-chatgpt#1\nEvidence:\nGraph motif: Human feedback exists without a linked fix\nMotif id: unlinked_feedback_needs_evidence\nPolarity: bad\nTraining usage: negative_or_unresolved\nSeverity: medium\nRepo: uhub/awesome-chatgpt\nThread: uhub/awesome-chatgpt#1\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: uhub/awesome-chatgpt#1\nRepo: uhub/awesome-chatgpt\nIssue/PR number: 1\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 3, 'thread_needs_classification': 2, 'issue_or_pull_request_thread': 1, 'human_feedback_general': 1, 'unlinked_human_feedback': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Teach models to preserve unresolved human feedback instead of hallucinating fixes.\n- Build issue-to-regression examples where no accepted fix exists yet.\nAssumption checks:\n- Can a commit be linked by issue number, SHA, changed path, or time window?\n- If no link exists, is this explicitly labelled unresolved?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/uhub/awesome-chatgpt", "source_id": "graph-query-motif_query-3ec552fb9a3e9361", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/unresolved_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "uhub/awesome-chatgpt", "source_dataset": "graph_queries/unresolved_feedback", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: uhub/awesome-chatgpt"}, "properties": {"repobilityId": 357059, "scanner": "foundry_dataset", "fingerprint": "4c184e2efe0e6ebfa22de226dd7cc6c55888798a229247bb4b120336030d8113", "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": {"docs_or_claims": 1, "weak blueprint fit": 1, "api_integration_gap": 1, "partial blueprint fit": 2, "human_feedback_general": 1, "unlinked_human_feedback": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "ambiguous_needs_more_evidence": 1, "blueprint_human_gap_alignment": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"not_resolved_or_not_observed": 6, "ambiguous_needs_more_evidence": 2}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 32, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 2, "thread_has_comment": 2, "thread_touches_file": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 7, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 1, "thread_has_comment_chain": 2, "comment_chain_touches_file": 2, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 2}, "node_count": 22, "node_types": {"repo": 1, "thread": 1, "comment": 2, "pr_file": 1, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 7, "comment_chain": 2, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "uhub/awesome-chatgpt#8", "issue_number": "8", "quality_tiers": {"unresolved": 4, "assumption_check": 3}, "repo_full_name": "uhub/awesome-chatgpt", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-bb623583c3a989db", "graph_gold_label": "assumption_check", "changed_file_labels": {"docs_or_claims": 5}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: assumption_check\nRepo: uhub/awesome-chatgpt\nThread: uhub/awesome-chatgpt#8\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: uhub/awesome-chatgpt\nThread: uhub/awesome-chatgpt#8\nGraph gold label: assumption_check\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: uhub/awesome-chatgpt#8\nRepo: uhub/awesome-chatgpt\nIssue/PR number: 8\nGraph consistency label: assumption_check\nNodes: 22\nEdges: 32\nNode types: {'link_quality': 7, 'alignment': 3, 'blueprint_finding': 3, 'comment': 2, 'comment_chain': 2, 'thread': 1, 'repo': 1, 'pr_file': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 7, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'thread_has_comment': 2, 'thread_has_comment_chain': 2, 'comment_has_chain': 2, 'comment_chain_touches_file': 2, 'issue_chain_has_comment_chain': 2, 'repo_has_thread': 1, 'thread_touches_file': 1, 'thread_has_issue_chain': 1, 'issue_chain_touches_file': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'blueprint_human_gap_alignment': 3, 'thread_has_human_issue_without_fix_context': 2, 'partial blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'api_integration_gap': 1, 'human_feedback_general': 1, 'docs_or_claims': 1, 'human_reported_issue_no_linked_fix': 1, 'unlinked_human_feedback': 1, 'ambiguous_needs_more_evidence': 1, 'weak blueprint fit': 1}\nOutcomes: {'not_resolved_or_not_observed': 6, 'ambiguous_needs_more_evidence': 2}\nQuality tiers: {'unresolved': 4, '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/uhub/awesome-chatgpt", "source_id": "graph-query-motif_query-8a52a26eb5fc981b", "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": "uhub/awesome-chatgpt", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: uhub/awesome-chatgpt"}, "properties": {"repobilityId": 313299, "scanner": "foundry_dataset", "fingerprint": "b1d56484c0377826594544918fb0e322ce94a99f310fc8b4ca6b793bcd93a840", "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": "uhub/awesome-chatgpt#6", "human_labels": ["human_feedback_general"], "issue_number": "6", "thread_label": "thread_needs_classification", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.0, "repo_full_name": "uhub/awesome-chatgpt", "training_usage": "negative_or_unresolved", "confidence_tier": "unresolved", "source_chain_id": "evidence-chain-issue_chain-d0c59364a0b5b81e", "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": 0, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_unresolved"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: uhub/awesome-chatgpt\nThread: uhub/awesome-chatgpt#6\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_unresolved\nChain evidence:\nIssue/PR evidence chain: uhub/awesome-chatgpt#6\nRepo: uhub/awesome-chatgpt\nThread label: thread_needs_classification\nOutcome: ambiguous_needs_more_evidence\nComment count: 1\nLinked commit count: 0\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-bc7d6e198cce523b\",\n    \"kind\": \"issue_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/uhub/awesome-chatgpt/issues/6\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: issue_body\\nRepo: uhub/awesome-chatgpt\\nAuthor: VanessaRussellbtcmcpv (User)\\nURL: https://github.com/uhub/awesome-chatgpt/issues/6\\nTitle: Early access availability\\nBody:\\nIs early access available for new features?\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-9d95de3bec103d1a\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: uhub/awesome-chatgpt\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_security_guardrail_bundle\": 1}\nCo-occurrence labels: {\"security_guardrail_cluster\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/uhub/awesome-chatgpt", "source_id": "comment-chain-pattern-assumption_checks-0c9925b391caa492", "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": "uhub/awesome-chatgpt", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: uhub/awesome-chatgpt"}, "properties": {"repobilityId": 313298, "scanner": "foundry_dataset", "fingerprint": "2dbde4ac478ed17350eff5a998cefa46c5e1801aa6260df029c47a6ccf68fdf0", "category": "practices", "severity": "medium", "confidence": 0.62, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. 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4, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Train models to reject docs-only fixes for runtime, integration, data, or security failures.\n- Add paired examples where the correct fix changes executable paths and adds verification.\nAssumption checks:\n- Do changed files include executable code or only documentation/claims?\n- Does the complaint require runtime behavior that docs cannot prove?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/uhub/awesome-chatgpt", "source_id": "graph-query-motif_query-fabae7144be3fef6", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/docs_only_runtime_fix/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "uhub/awesome-chatgpt", "source_dataset": "graph_queries/docs_only_runtime_fix", "training_usage": "assumption_check"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry 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Instead of sharing real API keys with AI agents, generate proxy tokens. BlackVault injects the real key server-side and forwards to OpenAI, Anthropic, or Google AI with full SSE streaming.\\n\\nKill a token = instant 401. No key rotation needed.\\n\\n### Features\\n- AES-256-GCM encrypted vault\\n- Proxy gateway with SSE streaming (OpenAI, Anthropic, Google AI)\\n- Instant kill switch\\n- Per-session cost tracking\\n- Activity audit trail\\n- Self-hostable, MIT licensed\\n\\n### Tech\\nNext.js 16 \u00b7 TypeScript \u00b7 tRPC \u00b7 Drizzle ORM \u00b7 Neon Postgres \u00b7 Upstash Redis\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-5ea172b170bb65e2\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: uhub/awesome-chatgpt\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_security_guardrail_bundle\": 1}\nCo-occurrence labels: {\"security_guardrail_cluster\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/uhub/awesome-chatgpt", "source_id": "comment-chain-pattern-bad_chains-6d612cd970e735fc", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/bad_chains/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "uhub/awesome-chatgpt", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_bad_chain", "level": "error", "message": {"text": "Foundry mined bad chains: uhub/awesome-chatgpt"}, "properties": {"repobilityId": 323643, "scanner": "foundry_dataset", "fingerprint": "e2087749b7fdb8eaa9fc8f9a2880611a935ee2102d66e15697e1b7a1da090c74", "category": "practices", "severity": "high", "confidence": 0.84, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. 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We provide access to cutting-edge AI models like FLUX.1.1 [pro], FLUX.1 [pro], DALL-E-3, o1-preview, gpt-4o, and more \u2013 all for FREE! \ud83d\udd25\\r\\n\\r\\nOur mission is to empower creators, artists, and enthusiasts by providing powerful AI tools without limits. Join our community and start creating amazing art and engaging with AI chatbots seamlessly.\\r\\n\\r\\nNexusChatGPT \ud83e\udd16\\r\\nExperience advanced AI conversations with NexusChatGPT at chat.nexusapi.tech. Access premium models like gpt-4o, o1-preview, and claude-3-5-sonnet for free!\\r\\n\\r\\nNexusImage \ud83d\uddbc\ufe0f\\r\\nGenerate stunning images using AI at image.nexusapi.tech. Unleash your creativity with no limits!\\r\\n\\r\\nActive AI Models \ud83d\udee0\ufe0f\\r\\nImage Generation Models:\\r\\nFLUX.1 [pro]\\r\\nFLUX.1.1 [pro]\\r\\nDALL-E-3\\r\\nFLUX.1 [dev]\\r\\nFLUX.1 [schnell]\\r\\nKANDINSKY-3.1\\r\\nstable-diffusion-3\\r\\nstable-diffusio\"\n  }\n]\nChanged files:\n[]\nLinked chain ids:\n[\"evidence-chain-comment_to_commit-839264062f47d7ed\"]\nSource graph evidence:\nSource evidence repo graph summary\nRepo: uhub/awesome-chatgpt\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_security_guardrail_bundle\": 1}\nCo-occurrence labels: {\"security_guardrail_cluster\": 1}", "source": "foundry_mined_dataset", "repo_url": "https://github.com/uhub/awesome-chatgpt", "source_id": "comment-chain-pattern-bad_chains-e50a251f5a301187", "synthetic": false, "gold_label": "", "graph_label": "source_artifact_without_verification_graph", "source_path": "/data/distillate/foundry_data/comment_chain_patterns/bad_chains/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "uhub/awesome-chatgpt", "source_dataset": "comment_chain_patterns/bad_chains", "training_usage": "negative_or_unresolved"}}}, {"ruleId": "foundry_auth_guardrail_gap", "level": "error", "message": {"text": "Foundry mined security auth guardrail gaps: uhub/awesome-chatgpt"}, "properties": {"repobilityId": 335181, "scanner": "foundry_dataset", "fingerprint": "c9c2f666a87e257f6e924229e76b380f5238fa3d7bf8a792a05ca2c83a6a41bc", "category": "auth", "severity": "critical", "confidence": 0.78, "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": "Security/auth changes without enough guardrails", "intent": "Assumption-check security/auth examples requiring stronger tests or CI.", "labels": {"security_auth_secret": 1, "issue_or_pull_request_thread": 1, "not_resolved_or_not_observed": 3, "human_reported_issue_no_linked_fix": 1, "thread_has_human_issue_without_fix_context": 2}, "source": "graph_query_export", "motif_id": "security_auth_without_guardrails", "outcomes": {"not_resolved_or_not_observed": 6}, "polarity": "bad", "query_id": "security_auth_guardrail_gaps", "severity": "critical", "ci_labels": {}, "synthetic": false, "edge_count": 11, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "chain_has_link_quality": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "thread_has_comment_chain": 1, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 9, "node_types": {"repo": 1, "thread": 1, "comment": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 3, "comment_chain": 1}, "query_type": "motif_query", "thread_key": "uhub/awesome-chatgpt#7", "issue_number": "7", "quality_tiers": {"unresolved": 3}, "repo_full_name": "uhub/awesome-chatgpt", "training_usage": "assumption_check", "source_motif_id": "graph-pattern-motif-thread-909a9b564e186594", "graph_gold_label": "needs_more_evidence", "changed_file_labels": {}}, "text": "Graph query export: Security/auth changes without enough guardrails\nQuery id: security_auth_guardrail_gaps\nQuery type: motif_query\nIntent: Assumption-check security/auth examples requiring stronger tests or CI.\nMotif: security_auth_without_guardrails\nTraining usage: assumption_check\nGraph gold label: needs_more_evidence\nRepo: uhub/awesome-chatgpt\nThread: uhub/awesome-chatgpt#7\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: uhub/awesome-chatgpt\nThread: uhub/awesome-chatgpt#7\nGraph gold label: needs_more_evidence\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: uhub/awesome-chatgpt#7\nRepo: uhub/awesome-chatgpt\nIssue/PR number: 7\nGraph consistency label: needs_more_evidence\nNodes: 9\nEdges: 11\nNode types: {'link_quality': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'not_resolved_or_not_observed': 3, 'thread_has_human_issue_without_fix_context': 2, 'issue_or_pull_request_thread': 1, 'security_auth_secret': 1, 'human_reported_issue_no_linked_fix': 1}\nOutcomes: {'not_resolved_or_not_observed': 6}\nQuality tiers: {'unresolved': 3}\nCI labels: {}\nCurriculum targets:\n- Train auth boundary repair with tests, permission matrices, and secret-handling checks.\n- Keep risky auth changes separate from ordinary bug-fix examples.\nAssumption checks:\n- Are auth/permission paths covered by tests?\n- Are secrets, CORS, or access rules verified rather than summarized?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/uhub/awesome-chatgpt", "source_id": "graph-query-motif_query-7917485945ba50ba", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/security_auth_guardrail_gaps/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "uhub/awesome-chatgpt", "source_dataset": "graph_queries/security_auth_guardrail_gaps", "training_usage": "assumption_check"}}}, {"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-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": "89346293b15de2b5", "scanner": "scanner-primary", "fingerprint": "ea8f3013f588db25", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}]}]}