{"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: wandb/homebrew-taps", "shortDescription": {"text": "Foundry mined blueprint gap alignment: wandb/homebrew-taps"}, "fullDescription": {"text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: wandb/homebrew-taps\nThread: wandb/homebrew-taps#3\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: wandb/homebrew-taps\nThread: wandb/homebrew-taps#3\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wandb/homebrew-taps#3\nRepo: wandb/homebrew-taps\nIssue/PR number: 3\nGraph consistency label: weak_supervision_needs_review\nNodes: 41\nEdges: 84\nNode types: {'link_quality': 13, 'alignment': 6, 'comment_chain': 5, 'comment': 3, 'pr_file': 3, 'blueprint_finding': 3, 'pr_"}, "properties": {"scanner": "foundry_dataset", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "cwe": "", "owasp": ""}}, {"id": "foundry_assumption_check", "name": "Foundry mined assumption checks: wandb/homebrew-taps", "shortDescription": {"text": "Foundry mined assumption checks: wandb/homebrew-taps"}, "fullDescription": {"text": "Comment chain pattern product: assumption_checks\nRepo: wandb/homebrew-taps\nThread: wandb/homebrew-taps#3\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: wandb/homebrew-taps#3\nRepo: wandb/homebrew-taps\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 5\nLinked commit count: 8\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 3\nLabels: {'test_ci_gap': 1, 'security_auth_secret': 1, 'human_feedback_general': 2, 'api_integration_gap': 1}\nPolarities: {'bad': 3, 'neutral': 2}\nChanged file labels: {'source_or_other': 3}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-fed4389b4ddf9db2\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n  "}, "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: wandb/homebrew-taps", "shortDescription": {"text": "Foundry mined test ci gap after feedback: wandb/homebrew-taps"}, "fullDescription": {"text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: weak_supervision_needs_review\nRepo: wandb/homebrew-taps\nThread: wandb/homebrew-taps#3\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: wandb/homebrew-taps\nThread: wandb/homebrew-taps#3\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wandb/homebrew-taps#3\nRepo: wandb/homebrew-taps\nIssue/PR number: 3\nGraph consistency label: weak_supervision_needs_review\nNodes: 41\nEdges: 84\nNode types: {'link_quality': 13, 'alignment': 6, 'comment_chain': 5, 'comment': 3, 'pr_file': 3, 'blueprint_finding': 3, 'pr_review': 2, 'commit': 2,"}, "properties": {"scanner": "foundry_dataset", "category": "testing", "severity": "high", "confidence": 0.78, "cwe": "", "owasp": ""}}, {"id": "foundry_bad_chain", "name": "Foundry mined bad chains: wandb/homebrew-taps", "shortDescription": {"text": "Foundry mined bad chains: wandb/homebrew-taps"}, "fullDescription": {"text": "Comment chain pattern product: bad_chains\nRepo: wandb/homebrew-taps\nThread: wandb/homebrew-taps#1\nOutcome: self_attested_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\nChain evidence:\nIssue/PR evidence chain: wandb/homebrew-taps#1\nRepo: wandb/homebrew-taps\nThread label: thread_has_human_issue_and_fix_context\nOutcome: self_attested_unverified\nComment count: 1\nLinked commit count: 2\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 1\nLabels: {'agent_instruction_gap': 1}\nPolarities: {'bad': 1}\nChanged file labels: {'docs_or_claims': 1}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-a08b95b2b6e2e7e8\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"agent_instruction_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wandb/homebrew-taps/pull/1\",\n    \"text\": \"GitHub feedback: agent_instruction_gap\\nPolarity: bad\\nK"}, "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: wandb/homebrew-taps", "shortDescription": {"text": "Foundry mined security auth guardrail gaps: wandb/homebrew-taps"}, "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: weak_supervision_needs_review\nRepo: wandb/homebrew-taps\nThread: wandb/homebrew-taps#3\nEvidence:\nGraph motif: Security/auth change without enough guardrails\nMotif id: security_auth_without_guardrails\nPolarity: bad\nTraining usage: assumption_check\nSeverity: critical\nRepo: wandb/homebrew-taps\nThread: wandb/homebrew-taps#3\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wandb/homebrew-taps#3\nRepo: wandb/homebrew-taps\nIssue/PR number: 3\nGraph consistency label: weak_supervision_needs_review\nNodes: 41\nEdges: 84\nNode types: {'link_quality': 13, 'alignment': 6, 'comment_chain': 5, 'comment': 3, 'pr_file': 3, 'blueprint_finding': 3, '"}, "properties": {"scanner": "foundry_dataset", "category": "auth", "severity": "critical", "confidence": 0.78, "cwe": "", "owasp": ""}}, {"id": "foundry_fake_real_gap", "name": "Foundry mined mock as real or placeholder: wandb/homebrew-taps", "shortDescription": {"text": "Foundry mined mock as real or placeholder: wandb/homebrew-taps"}, "fullDescription": {"text": "Graph query export: Mock, sample, placeholder, or self-attested behavior treated as real\nQuery id: mock_as_real_or_placeholder\nQuery type: motif_query\nIntent: Hard negatives for fake completeness and missing real data paths.\nMotif: mock_as_real_or_placeholder\nTraining usage: hard_negative\nGraph gold label: supported_by_high_confidence_link\nRepo: wandb/homebrew-taps\nThread: wandb/homebrew-taps#1\nEvidence:\nGraph motif: Mock, sample, placeholder, or self-attested behavior treated as real\nMotif id: mock_as_real_or_placeholder\nPolarity: bad\nTraining usage: hard_negative\nSeverity: critical\nRepo: wandb/homebrew-taps\nThread: wandb/homebrew-taps#1\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wandb/homebrew-taps#1\nRepo: wandb/homebrew-taps\nIssue/PR number: 1\nGraph consistency label: supported_by_high_confidence_link\nNodes: 12\nEdges: 16\nNode types: {'link_quality': 3, 'commit': 2, 'thread': 1, 'repo': 1, 'comment': 1, 'pr_fil"}, "properties": {"scanner": "foundry_dataset", "category": "practices", "severity": "critical", "confidence": 0.82, "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/22513"}, "properties": {"repository": "wandb/homebrew-taps", "repoUrl": "https://github.com/wandb/homebrew-taps", "branch": "main"}, "results": [{"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: wandb/homebrew-taps"}, "properties": {"repobilityId": 357285, "scanner": "foundry_dataset", "fingerprint": "892573bb5d1f22c74cb146e94f6e01097d418d2666ba3a793637443c489d5d79", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_ci_gap": 1, "commit_general": 1, "source_or_other": 3, "weak blueprint fit": 2, "api_integration_gap": 1, "security_auth_secret": 1, "verification_or_tests": 1, "human_feedback_general": 2, "issue_or_pull_request_thread": 1, "ambiguous_needs_more_evidence": 7, "blueprint_human_gap_alignment": 6, "comment_has_related_commit_context": 5, "triggered but missing blueprint stack": 1, "thread_has_human_issue_and_fix_context": 2}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"ambiguous_needs_more_evidence": 14}, "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": 5, "thread_has_comment": 3, "thread_touches_file": 3, "thread_has_pr_review": 2, "alignment_uses_comment": 6, "alignment_uses_finding": 6, "chain_has_link_quality": 13, "comment_aligns_finding": 6, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 3, "thread_has_comment_chain": 5, "comment_chain_links_commit": 8, "comment_chain_touches_file": 15, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 5}, "node_count": 41, "node_types": {"repo": 1, "commit": 2, "thread": 1, "comment": 3, "pr_file": 3, "alignment": 6, "pr_review": 2, "fix_outcome": 1, "issue_chain": 1, "link_quality": 13, "comment_chain": 5, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "wandb/homebrew-taps#3", "issue_number": "3", "quality_tiers": {"assumption_check": 6, "weak_supervision": 7}, "repo_full_name": "wandb/homebrew-taps", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-8cd5cb0677a29507", "graph_gold_label": "weak_supervision_needs_review", "changed_file_labels": {"source_or_other": 24}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: weak_supervision_needs_review\nRepo: wandb/homebrew-taps\nThread: wandb/homebrew-taps#3\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: wandb/homebrew-taps\nThread: wandb/homebrew-taps#3\nGraph gold label: weak_supervision_needs_review\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wandb/homebrew-taps#3\nRepo: wandb/homebrew-taps\nIssue/PR number: 3\nGraph consistency label: weak_supervision_needs_review\nNodes: 41\nEdges: 84\nNode types: {'link_quality': 13, 'alignment': 6, 'comment_chain': 5, 'comment': 3, 'pr_file': 3, 'blueprint_finding': 3, 'pr_review': 2, 'commit': 2, 'thread': 1, 'repo': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'comment_chain_touches_file': 15, 'chain_has_link_quality': 13, 'comment_chain_links_commit': 8, 'alignment_uses_comment': 6, 'alignment_uses_finding': 6, 'comment_aligns_finding': 6, 'thread_has_comment_chain': 5, 'comment_has_chain': 5, 'issue_chain_has_comment_chain': 5, 'thread_has_comment': 3, 'thread_touches_file': 3, 'issue_chain_touches_file': 3, 'thread_has_pr_review': 2, 'repo_has_thread': 1, 'thread_has_issue_chain': 1, 'thread_has_fix_outcome': 1}\nLabels: {'ambiguous_needs_more_evidence': 7, 'blueprint_human_gap_alignment': 6, 'comment_has_related_commit_context': 5, 'source_or_other': 3, 'human_feedback_general': 2, 'thread_has_human_issue_and_fix_context': 2, 'weak blueprint fit': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'security_auth_secret': 1, 'api_integration_gap': 1, 'commit_general': 1, 'verification_or_tests': 1, 'triggered but missing blueprint stack': 1}\nOutcomes: {'ambiguous_needs_more_evidence': 14}\nQuality tiers: {'weak_supervision': 7, 'assumption_check': 6}\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/wandb/homebrew-taps", "source_id": "graph-query-motif_query-18d57784ccfe3473", "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": "wandb/homebrew-taps", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wandb/homebrew-taps"}, "properties": {"repobilityId": 313677, "scanner": "foundry_dataset", "fingerprint": "45bb12873dd42e43eb3e6e207b201748fc0d79fd502a656ba6c8b771b1ec221f", "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": "wandb/homebrew-taps#3", "human_labels": ["api_integration_gap", "human_feedback_general", "security_auth_secret", "source_or_other", "test_ci_gap"], "issue_number": "3", "thread_label": "thread_has_human_issue_and_fix_context", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.776, "repo_full_name": "wandb/homebrew-taps", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-c8e3b432a2b77cf1", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 3, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {"source_or_other": 3}, "linked_commit_count": 8, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision", "high_risk_human_feedback_label"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wandb/homebrew-taps\nThread: wandb/homebrew-taps#3\nOutcome: ambiguous_needs_more_evidence\nThread label: thread_has_human_issue_and_fix_context\nSource graph label: source_artifact_without_verification_graph\nReasons: source_graph_has_real_artifacts, link_quality_weak_supervision, high_risk_human_feedback_label\nChain evidence:\nIssue/PR evidence chain: wandb/homebrew-taps#3\nRepo: wandb/homebrew-taps\nThread label: thread_has_human_issue_and_fix_context\nOutcome: ambiguous_needs_more_evidence\nComment count: 5\nLinked commit count: 8\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 3\nLabels: {'test_ci_gap': 1, 'security_auth_secret': 1, 'human_feedback_general': 2, 'api_integration_gap': 1}\nPolarities: {'bad': 3, 'neutral': 2}\nChanged file labels: {'source_or_other': 3}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-fed4389b4ddf9db2\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"test_ci_gap\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wandb/homebrew-taps/pull/3\",\n    \"text\": \"GitHub feedback: test_ci_gap\\nPolarity: bad\\nKind: pull_request_body\\nRepo: wandb/homebrew-taps\\nAuthor: vanpelt (User)\\nURL: https://github.com/wandb/homebrew-taps/pull/3\\nTitle: Replace hivemind-app casks with wandb-hivemind\\nBody:\\nReplaces the `hivemind-app` / `hivemind-app-prerelease` casks (no remaining users) with `wandb-hivemind`, templated at v0.7.4 from wandb/agentstream#691:\\n\\n- Binary downloads from the canonical wandb/hivemind release (mirrored asset is byte-identical; same sha256).\\n- Declarative, brew-style-clean cask aimed at eventual homebrew/homebrew-cask submission: no LaunchAgent/symlink postflight \u2014 `hivemind start` registers the service after presenting the ToS + login flow; `uninstall launchctl:` cleans the label up.\\n- `~/.hivemind` is not zapped: other install channels share that state.\\n- `wandb-hivemind-prerelease` will be published by CI on the next prerelease tag.\\n\\nWith Homebrew 6, installing requires trusting the cask:\\n\\n    brew trust --cask wandb/taps/wandb-hivemind\\n    brew install --cask wandb/taps/wandb-hivemind\\n\\n\ud83e\udd16 Generated with [Claude Code](https://claude.com/claude-code)\"\n  },\n  {\n    \"id\": \"github-feedback-comment-f38b66f4f7c7777a\",\n    \"kind\": \"review_comment\",\n    \"label\": \"security_auth_secret\",\n    \"polarity\": \"bad\",\n    \"url\": \"https://github.com/wandb/homebrew-taps/pull/3#discussion_r3400014183\",\n    \"text\": \"GitHub feedback: security_auth_secret\\nPolarity: bad\\nKind: review_comment\\nRepo: wandb/homebrew-taps\\nAuthor: Copilot (Bot)\\nURL: https://github.com/wandb/homebrew-taps/pull/3#discussion_r3400014183\\nTitle: \\nBody:\\n`uninstall launchctl:` removes the service label from the current session, but if `hivemind start` created `~/Library/LaunchAgents/com.wandb.hivemind.plist`, launchd will re-load it on next login even after the cask is removed. Consider deleting the plist on uninstall (you can still keep it in `\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wandb/homebrew-taps", "source_id": "comment-chain-pattern-assumption_checks-f648f4c06db2213c", "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": "wandb/homebrew-taps", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_assumption_check", "level": "warning", "message": {"text": "Foundry mined assumption checks: wandb/homebrew-taps"}, "properties": {"repobilityId": 313676, "scanner": "foundry_dataset", "fingerprint": "9c7f0ca6b5913c11759aed7b1c16f5ff744d07cb06e83ce8ecd6ecba19d79690", "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": "wandb/homebrew-taps#2", "human_labels": ["docs_or_claims", "human_feedback_general", "positive_human_signal"], "issue_number": "2", "thread_label": "thread_has_positive_feedback", "outcome_label": "ambiguous_needs_more_evidence", "source_backed": true, "max_confidence": 0.776, "repo_full_name": "wandb/homebrew-taps", "training_usage": "weak_supervision", "confidence_tier": "weak_supervision", "source_chain_id": "evidence-chain-issue_chain-51092d19346e78a1", "helicopter_views": {}, "artifact_families": {"docs": 1}, "source_chain_kind": "issue_chain", "changed_file_count": 1, "source_graph_label": "source_artifact_without_verification_graph", "changed_file_labels": {"docs_or_claims": 1}, "linked_commit_count": 2, "helicopter_view_count": 0, "source_artifact_count": 1, "classification_reasons": ["source_graph_has_real_artifacts", "link_quality_weak_supervision"], "linked_ci_commit_count": 0, "verification_artifact_count": 0, "design_schema_api_artifact_count": 0}, "text": "Comment chain pattern product: assumption_checks\nRepo: wandb/homebrew-taps\nThread: wandb/homebrew-taps#2\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_weak_supervision\nChain evidence:\nIssue/PR evidence chain: wandb/homebrew-taps#2\nRepo: wandb/homebrew-taps\nThread label: thread_has_positive_feedback\nOutcome: ambiguous_needs_more_evidence\nComment count: 2\nLinked commit count: 2\nLinked CI commit count: 0\nLinked CI labels: {}\nChanged file count: 1\nLabels: {'human_feedback_general': 1, 'positive_human_signal': 1}\nPolarities: {'neutral': 1, 'good': 1}\nChanged file labels: {'docs_or_claims': 1}\nExamples:\n[\n  {\n    \"id\": \"github-feedback-comment-11344d6e32662e48\",\n    \"kind\": \"pull_request_body\",\n    \"label\": \"human_feedback_general\",\n    \"polarity\": \"neutral\",\n    \"url\": \"https://github.com/wandb/homebrew-taps/pull/2\",\n    \"text\": \"GitHub feedback: human_feedback_general\\nPolarity: neutral\\nKind: pull_request_body\\nRepo: wandb/homebrew-taps\\nAuthor: ahnsv (User)\\nURL: https://github.com/wandb/homebrew-taps/pull/2\\nTitle: docs: Add ssh authentication installation section\\nBody:\\n## Summary\\r\\n\\r\\nDocuments an **SSH-based Homebrew tap** for users who cannot clone `wandb/taps` over HTTPS. The default `brew install wandb/taps/hivemind` path clones the tap from GitHub via HTTPS; that fails when HTTPS credentials are missing, misconfigured, or blocked (corporate proxies, strict environments, etc.).\\r\\n\\r\\n## What changed\\r\\n\\r\\n- New README subsection **\\\"If Homebrew cannot clone the tap (HTTPS / authentication)\\\"** with:\\r\\n  - Short explanation of why HTTPS clone can fail\\r\\n  - Prerequisites (GitHub SSH key + access to this repo)\\r\\n  - Commands: `brew tap wandb/taps git@github.com:wandb/homebrew-taps.git` then `brew install wandb/taps/hivemind` (same formula names as the HTTPS flow; only Git transport differs)\\r\\n  - Optional `brew untap` / re-tap steps for people who already added the tap over HTTPS\\r\\n\\r\\n## Motivation\\r\\n\\r\\nInstallation from the README did not work for me until switching the tap remote to SSH (e.g. `brew tap wandb/taps git@gith\"\n  },\n  {\n    \"id\": \"github-pr-review-submission-4a4d9e5211e72af8\",\n    \"kind\": \"pr_review_submission\",\n    \"label\": \"positive_human_signal\",\n    \"polarity\": \"good\",\n    \"url\": \"https://github.com/wandb/homebrew-taps/pull/2#pullrequestreview-4102564260\",\n    \"text\": \"GitHub PR review submission: positive_human_signal\\nPolarity: good\\nReview state: APPROVED\\nRepo: wandb/homebrew-taps\\nPull request: #2 docs: Add ssh authentication installation section\\nAuthor: vanpelt (User)\\nURL: https://github.com/wandb/homebrew-taps/pull/2#pullrequestreview-4102564260\\nBody:\\n\"\n  }\n]\nChanged files:\n[\n  {\n    \"id\": \"github-pr-file-file-c419107a37bccb55\",\n    \"filename\": \"README.md\",\n    \"label\": \"docs_or_claims\",\n    \"status\": \"modified\",\n    \"a\n[truncated by importer]", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wandb/homebrew-taps", "source_id": "comment-chain-pattern-assumption_checks-798ba49fafb74de8", "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": "wandb/homebrew-taps", "source_dataset": "comment_chain_patterns/assumption_checks", "training_usage": "weak_supervision"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: wandb/homebrew-taps"}, "properties": {"repobilityId": 341482, "scanner": "foundry_dataset", "fingerprint": "8d1fce7a6fe5b91b1eca643b7518bd6e760afc7a51e4130f1704d31a421be3d8", "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. 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mock_as_real_or_placeholder\nTraining usage: hard_negative\nGraph gold label: supported_by_high_confidence_link\nRepo: wandb/homebrew-taps\nThread: wandb/homebrew-taps#1\nEvidence:\nGraph motif: Mock, sample, placeholder, or self-attested behavior treated as real\nMotif id: mock_as_real_or_placeholder\nPolarity: bad\nTraining usage: hard_negative\nSeverity: critical\nRepo: wandb/homebrew-taps\nThread: wandb/homebrew-taps#1\nGraph gold label: supported_by_high_confidence_link\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: wandb/homebrew-taps#1\nRepo: wandb/homebrew-taps\nIssue/PR number: 1\nGraph consistency label: supported_by_high_confidence_link\nNodes: 12\nEdges: 16\nNode types: {'link_quality': 3, 'commit': 2, '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, 'comment_chain_links_commit': 2, '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: {'self_attested_unverified': 3, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'agent_instruction_gap': 1, 'docs_or_claims': 1, 'self_attested_or_generated_fix_unverified': 1, 'docs_or_chore': 1, 'generated_provenance': 1}\nOutcomes: {'self_attested_unverified': 6}\nQuality tiers: {'high_confidence': 3}\nCI labels: {}\nCurriculum targets:\n- Train real-data plumbing and mock-removal tasks from source to UI.\n- Use as hard negatives for dashboards or apps claiming real runs without provenance.\nAssumption checks:\n- Is user-visible behavior backed by real storage/API/CI artifacts?\n- Are placeholders, sample data, or generated claims still in a production path?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/wandb/homebrew-taps", "source_id": "graph-query-motif_query-16b8b5bd4936c39f", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/mock_as_real_or_placeholder/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "wandb/homebrew-taps", "source_dataset": "graph_queries/mock_as_real_or_placeholder", "training_usage": "hard_negative"}}}, {"ruleId": "scanner-9710c8d059e53154", "level": "none", "message": {"text": "No frontend routes/components detected"}, "properties": {"repobilityId": "44ca61485762e494", "scanner": "scanner-primary", "fingerprint": "9710c8d059e53154", "layer": "frontend", "severity": "info", "confidence": 1.0, "tags": ["coverage"]}}, {"ruleId": "scanner-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": "9636874423912724", "scanner": "scanner-primary", "fingerprint": "ea8f3013f588db25", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}]}]}